Dataset statistics
| Number of variables | 43 |
|---|---|
| Number of observations | 3009 |
| Missing cells | 74255 |
| Missing cells (%) | 57.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1011.0 KiB |
| Average record size in memory | 344.0 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 24 |
| Unsupported | 2 |
| Boolean | 1 |
Timestamp has a high cardinality: 2009 distinct values | High cardinality |
City has a high cardinality: 183 distinct values | High cardinality |
Position has a high cardinality: 148 distinct values | High cardinality |
Years of experience in Germany has a high cardinality: 53 distinct values | High cardinality |
Your main technology / programming language has a high cardinality: 274 distinct values | High cardinality |
Other technologies/programming languages you use often has a high cardinality: 562 distinct values | High cardinality |
Yearly bonus + stocks in EUR has a high cardinality: 168 distinct values | High cardinality |
Annual bonus+stocks one year ago. Only answer if staying in same country has a high cardinality: 131 distinct values | High cardinality |
Company type has a high cardinality: 101 distinct values | High cardinality |
Have you received additional monetary support from your employer due to Work From Home? If yes, how much in 2020 in EUR has a high cardinality: 59 distinct values | High cardinality |
Zeitstempel has a high cardinality: 991 distinct values | High cardinality |
Position (without seniority) has a high cardinality: 51 distinct values | High cardinality |
Company name has a high cardinality: 220 distinct values | High cardinality |
Company business sector has a high cardinality: 52 distinct values | High cardinality |
Position has a high cardinality: 397 distinct values | High cardinality |
Age is highly correlated with Years of experience | High correlation |
Yearly brutto salary (without bonus and stocks) in EUR is highly correlated with Annual brutto salary (without bonus and stocks) one year ago. Only answer if staying in the same country | High correlation |
Annual brutto salary (without bonus and stocks) one year ago. Only answer if staying in the same country is highly correlated with Yearly brutto salary (without bonus and stocks) in EUR | High correlation |
Years of experience is highly correlated with Age | High correlation |
Yearly brutto salary (without bonus and stocks) is highly correlated with Yearly bonus and 1 other fields | High correlation |
Yearly bonus is highly correlated with Yearly brutto salary (without bonus and stocks) and 3 other fields | High correlation |
Yearly stocks is highly correlated with Yearly bonus and 1 other fields | High correlation |
Yearly brutto salary (without bonus and stocks) one year ago. Only answer if staying in same country is highly correlated with Yearly brutto salary (without bonus and stocks) | High correlation |
Yearly bonus one year ago. Only answer if staying in same country is highly correlated with Yearly bonus and 1 other fields | High correlation |
Yearly stocks one year ago. Only answer if staying in same country is highly correlated with Yearly bonus and 2 other fields | High correlation |
Current Salary is highly correlated with Salary one year ago and 1 other fields | High correlation |
Salary one year ago is highly correlated with Current Salary and 1 other fields | High correlation |
Salary two years ago is highly correlated with Current Salary and 1 other fields | High correlation |
Age is highly correlated with Years of experience | High correlation |
Yearly brutto salary (without bonus and stocks) in EUR is highly correlated with Annual brutto salary (without bonus and stocks) one year ago. Only answer if staying in the same country | High correlation |
Annual brutto salary (without bonus and stocks) one year ago. Only answer if staying in the same country is highly correlated with Yearly brutto salary (without bonus and stocks) in EUR | High correlation |
Years of experience is highly correlated with Age and 3 other fields | High correlation |
Yearly brutto salary (without bonus and stocks) is highly correlated with Yearly brutto salary (without bonus and stocks) one year ago. Only answer if staying in same country | High correlation |
Yearly bonus is highly correlated with Yearly stocks and 2 other fields | High correlation |
Yearly stocks is highly correlated with Yearly bonus and 2 other fields | High correlation |
Yearly brutto salary (without bonus and stocks) one year ago. Only answer if staying in same country is highly correlated with Years of experience and 1 other fields | High correlation |
Yearly bonus one year ago. Only answer if staying in same country is highly correlated with Yearly bonus and 2 other fields | High correlation |
Yearly stocks one year ago. Only answer if staying in same country is highly correlated with Yearly bonus and 2 other fields | High correlation |
Current Salary is highly correlated with Salary one year ago and 1 other fields | High correlation |
Salary one year ago is highly correlated with Years of experience and 2 other fields | High correlation |
Salary two years ago is highly correlated with Years of experience and 2 other fields | High correlation |
Yearly brutto salary (without bonus and stocks) in EUR is highly correlated with Annual brutto salary (without bonus and stocks) one year ago. Only answer if staying in the same country | High correlation |
Annual brutto salary (without bonus and stocks) one year ago. Only answer if staying in the same country is highly correlated with Yearly brutto salary (without bonus and stocks) in EUR | High correlation |
Yearly brutto salary (without bonus and stocks) is highly correlated with Yearly brutto salary (without bonus and stocks) one year ago. Only answer if staying in same country | High correlation |
Yearly bonus is highly correlated with Yearly stocks and 1 other fields | High correlation |
Yearly stocks is highly correlated with Yearly bonus and 2 other fields | High correlation |
Yearly brutto salary (without bonus and stocks) one year ago. Only answer if staying in same country is highly correlated with Yearly brutto salary (without bonus and stocks) | High correlation |
Yearly bonus one year ago. Only answer if staying in same country is highly correlated with Yearly bonus and 2 other fields | High correlation |
Yearly stocks one year ago. Only answer if staying in same country is highly correlated with Yearly stocks and 1 other fields | High correlation |
Current Salary is highly correlated with Salary one year ago and 1 other fields | High correlation |
Salary one year ago is highly correlated with Current Salary and 1 other fields | High correlation |
Salary two years ago is highly correlated with Current Salary and 1 other fields | High correlation |
Yearly brutto salary (without bonus and stocks) is highly correlated with Position (without seniority) and 5 other fields | High correlation |
Position (without seniority) is highly correlated with Yearly brutto salary (without bonus and stocks) and 5 other fields | High correlation |
Employment status is highly correlated with Seniority level and 3 other fields | High correlation |
Yearly stocks one year ago. Only answer if staying in same country is highly correlated with Yearly brutto salary (without bonus and stocks) and 5 other fields | High correlation |
Age is highly correlated with Years of experience and 2 other fields | High correlation |
Years of experience is highly correlated with Age and 3 other fields | High correlation |
Company business sector is highly correlated with Position (without seniority) and 1 other fields | High correlation |
Your level is highly correlated with Years of experience and 1 other fields | High correlation |
Have you lost your job due to the coronavirus outbreak? is highly correlated with Years of experience in Germany and 1 other fields | High correlation |
Yearly stocks is highly correlated with Yearly brutto salary (without bonus and stocks) and 3 other fields | High correlation |
Seniority level is highly correlated with Yearly brutto salary (without bonus and stocks) and 6 other fields | High correlation |
Years of experience in Germany is highly correlated with Employment status and 5 other fields | High correlation |
Salary one year ago is highly correlated with Salary two years ago and 1 other fields | High correlation |
Total years of experience is highly correlated with Employment status and 4 other fields | High correlation |
Company size is highly correlated with Сontract duration | High correlation |
Number of home office days per month is highly correlated with Yearly stocks one year ago. Only answer if staying in same country and 2 other fields | High correlation |
Have you received additional monetary support from your employer due to Work From Home? If yes, how much in 2020 in EUR is highly correlated with Employment status and 3 other fields | High correlation |
Сontract duration is highly correlated with Company size | High correlation |
Salary two years ago is highly correlated with Your level and 2 other fields | High correlation |
Main language at work is highly correlated with Position (without seniority) | High correlation |
Yearly bonus one year ago. Only answer if staying in same country is highly correlated with Yearly brutto salary (without bonus and stocks) one year ago. Only answer if staying in same country and 1 other fields | High correlation |
Yearly brutto salary (without bonus and stocks) one year ago. Only answer if staying in same country is highly correlated with Yearly brutto salary (without bonus and stocks) and 2 other fields | High correlation |
Yearly bonus is highly correlated with Yearly brutto salary (without bonus and stocks) and 3 other fields | High correlation |
Current Salary is highly correlated with Years of experience and 2 other fields | High correlation |
Timestamp has 991 (32.9%) missing values | Missing |
Age has 229 (7.6%) missing values | Missing |
Position has 1762 (58.6%) missing values | Missing |
Total years of experience has 1772 (58.9%) missing values | Missing |
Years of experience in Germany has 1788 (59.4%) missing values | Missing |
Seniority level has 792 (26.3%) missing values | Missing |
Your main technology / programming language has 906 (30.1%) missing values | Missing |
Other technologies/programming languages you use often has 1913 (63.6%) missing values | Missing |
Yearly brutto salary (without bonus and stocks) in EUR has 1756 (58.4%) missing values | Missing |
Yearly bonus + stocks in EUR has 2180 (72.4%) missing values | Missing |
Annual brutto salary (without bonus and stocks) one year ago. Only answer if staying in the same country has 2124 (70.6%) missing values | Missing |
Annual bonus+stocks one year ago. Only answer if staying in same country has 2395 (79.6%) missing values | Missing |
Number of vacation days has 893 (29.7%) missing values | Missing |
Employment status has 1773 (58.9%) missing values | Missing |
Сontract duration has 823 (27.4%) missing values | Missing |
Main language at work has 36 (1.2%) missing values | Missing |
Company size has 47 (1.6%) missing values | Missing |
Company type has 91 (3.0%) missing values | Missing |
Have you lost your job due to the coronavirus outbreak? has 1776 (59.0%) missing values | Missing |
Have you been forced to have a shorter working week (Kurzarbeit)? If yes, how many hours per week has 2636 (87.6%) missing values | Missing |
Have you received additional monetary support from your employer due to Work From Home? If yes, how much in 2020 in EUR has 2547 (84.6%) missing values | Missing |
Zeitstempel has 2018 (67.1%) missing values | Missing |
Position (without seniority) has 2019 (67.1%) missing values | Missing |
Years of experience has 1286 (42.7%) missing values | Missing |
Yearly brutto salary (without bonus and stocks) has 2019 (67.1%) missing values | Missing |
Yearly bonus has 2479 (82.4%) missing values | Missing |
Yearly stocks has 2806 (93.3%) missing values | Missing |
Yearly brutto salary (without bonus and stocks) one year ago. Only answer if staying in same country has 2406 (80.0%) missing values | Missing |
Yearly bonus one year ago. Only answer if staying in same country has 2752 (91.5%) missing values | Missing |
Yearly stocks one year ago. Only answer if staying in same country has 2870 (95.4%) missing values | Missing |
Number of home office days per month has 2370 (78.8%) missing values | Missing |
Company name has 2752 (91.5%) missing values | Missing |
Company business sector has 2163 (71.9%) missing values | Missing |
0 has 3009 (100.0%) missing values | Missing |
Position has 2272 (75.5%) missing values | Missing |
Your level has 2266 (75.3%) missing values | Missing |
Current Salary has 2259 (75.1%) missing values | Missing |
Salary one year ago has 2413 (80.2%) missing values | Missing |
Salary two years ago has 2546 (84.6%) missing values | Missing |
Are you getting any Stock Options? has 2267 (75.3%) missing values | Missing |
Yearly brutto salary (without bonus and stocks) in EUR is highly skewed (γ1 = 35.39641533) | Skewed |
Annual brutto salary (without bonus and stocks) one year ago. Only answer if staying in the same country is highly skewed (γ1 = 29.74879226) | Skewed |
Timestamp is uniformly distributed | Uniform |
Zeitstempel is uniformly distributed | Uniform |
Company name is uniformly distributed | Uniform |
Number of vacation days is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
0 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Have you been forced to have a shorter working week (Kurzarbeit)? If yes, how many hours per week has 197 (6.5%) zeros | Zeros |
Yearly bonus has 123 (4.1%) zeros | Zeros |
Yearly stocks has 31 (1.0%) zeros | Zeros |
Yearly stocks one year ago. Only answer if staying in same country has 68 (2.3%) zeros | Zeros |
Number of home office days per month has 101 (3.4%) zeros | Zeros |
Reproduction
| Analysis started | 2021-06-26 16:22:28.073042 |
|---|---|
| Analysis finished | 2021-06-26 16:23:18.898725 |
| Duration | 50.83 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
df_index
Real number (ℝ≥0)
| Distinct | 1253 |
|---|---|
| Distinct (%) | 41.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 520.8218677 |
| Minimum | 0 |
|---|---|
| Maximum | 1252 |
| Zeros | 3 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 250 |
| median | 501 |
| Q3 | 752 |
| 95-th percentile | 1101.6 |
| Maximum | 1252 |
| Range | 1252 |
| Interquartile range (IQR) | 502 |
Descriptive statistics
| Standard deviation | 321.8604404 |
|---|---|
| Coefficient of variation (CV) | 0.61798565 |
| Kurtosis | -0.8368318496 |
| Mean | 520.8218677 |
| Median Absolute Deviation (MAD) | 251 |
| Skewness | 0.2923427676 |
| Sum | 1567153 |
| Variance | 103594.1431 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.1% |
| 73 | 3 | 0.1% |
| 95 | 3 | 0.1% |
| 93 | 3 | 0.1% |
| 91 | 3 | 0.1% |
| 89 | 3 | 0.1% |
| 87 | 3 | 0.1% |
| 85 | 3 | 0.1% |
| 83 | 3 | 0.1% |
| 81 | 3 | 0.1% |
| Other values (1243) | 2979 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 1 | 3 | |
| 2 | 3 | |
| 3 | 3 | |
| 4 | 3 | |
| 5 | 3 | |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 3 | |
| 9 | 3 |
| Value | Count | Frequency (%) |
| 1252 | 1 | |
| 1251 | 1 | |
| 1250 | 1 | |
| 1249 | 1 | |
| 1248 | 1 | |
| 1247 | 1 | |
| 1246 | 1 | |
| 1245 | 1 | |
| 1244 | 1 | |
| 1243 | 1 |
| Distinct | 2009 |
|---|---|
| Distinct (%) | 99.6% |
| Missing | 991 |
| Missing (%) | 32.9% |
| Memory size | 23.6 KiB |
| 25/11/2020 18:28:01 | 2 |
|---|---|
| 14/12/2018 12:53:47 | 2 |
| 24/11/2020 14:07:23 | 2 |
| 14/12/2018 13:43:50 | 2 |
| 25/11/2020 08:47:37 | 2 |
| Other values (2004) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 38342 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2000 ? |
|---|---|
| Unique (%) | 99.1% |
Sample
| 1st row | 24/11/2020 11:14:15 |
|---|---|
| 2nd row | 24/11/2020 11:14:16 |
| 3rd row | 24/11/2020 11:14:21 |
| 4th row | 24/11/2020 11:15:24 |
| 5th row | 24/11/2020 11:15:46 |
Common Values
| Value | Count | Frequency (%) |
| 25/11/2020 18:28:01 | 2 | 0.1% |
| 14/12/2018 12:53:47 | 2 | 0.1% |
| 24/11/2020 14:07:23 | 2 | 0.1% |
| 14/12/2018 13:43:50 | 2 | 0.1% |
| 25/11/2020 08:47:37 | 2 | 0.1% |
| 24/11/2020 13:55:19 | 2 | 0.1% |
| 24/11/2020 15:07:35 | 2 | 0.1% |
| 14/12/2018 14:35:19 | 2 | 0.1% |
| 14/12/2018 13:44:09 | 2 | 0.1% |
| 24/11/2020 15:04:23 | 1 | < 0.1% |
| Other values (1999) | 1999 | |
| (Missing) | 991 |
Length
| Value | Count | Frequency (%) |
| 24/11/2020 | 467 | 11.6% |
| 25/11/2020 | 253 | 6.3% |
| 14/12/2018 | 252 | 6.2% |
| 15/12/2018 | 121 | 3.0% |
| 26/11/2020 | 91 | 2.3% |
| 30/11/2020 | 86 | 2.1% |
| 18/12/2018 | 72 | 1.8% |
| 27/11/2020 | 72 | 1.8% |
| 17/12/2018 | 56 | 1.4% |
| 19/12/2018 | 47 | 1.2% |
| Other values (2086) | 2519 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 7417 | |
| 2 | 7032 | |
| 0 | 5208 | |
| / | 4036 | |
| : | 4036 | |
| 2018 | 5.3% | |
| 4 | 1993 | 5.2% |
| 5 | 1638 | 4.3% |
| 3 | 1481 | 3.9% |
| 8 | 1421 | 3.7% |
| Other values (3) | 2062 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 28252 | |
| Other Punctuation | 8072 | 21.1% |
| Space Separator | 2018 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 7417 | |
| 2 | 7032 | |
| 0 | 5208 | |
| 4 | 1993 | 7.1% |
| 5 | 1638 | 5.8% |
| 3 | 1481 | 5.2% |
| 8 | 1421 | 5.0% |
| 7 | 710 | 2.5% |
| 9 | 678 | 2.4% |
| 6 | 674 | 2.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 4036 | |
| : | 4036 |
Space Separator
| Value | Count | Frequency (%) |
| 2018 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 38342 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 7417 | |
| 2 | 7032 | |
| 0 | 5208 | |
| / | 4036 | |
| : | 4036 | |
| 2018 | 5.3% | |
| 4 | 1993 | 5.2% |
| 5 | 1638 | 4.3% |
| 3 | 1481 | 3.9% |
| 8 | 1421 | 3.7% |
| Other values (3) | 2062 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38342 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 7417 | |
| 2 | 7032 | |
| 0 | 5208 | |
| / | 4036 | |
| : | 4036 | |
| 2018 | 5.3% | |
| 4 | 1993 | 5.2% |
| 5 | 1638 | 4.3% |
| 3 | 1481 | 3.9% |
| 8 | 1421 | 3.7% |
| Other values (3) | 2062 | 5.4% |
| Distinct | 41 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 229 |
| Missing (%) | 7.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.40107914 |
| Minimum | 20 |
|---|---|
| Maximum | 69 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 29 |
| median | 32 |
| Q3 | 35 |
| 95-th percentile | 42 |
| Maximum | 69 |
| Range | 49 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 5.406931059 |
|---|---|
| Coefficient of variation (CV) | 0.1668750302 |
| Kurtosis | 2.808929424 |
| Mean | 32.40107914 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.045417164 |
| Sum | 90075 |
| Variance | 29.23490348 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 274 | 9.1% |
| 33 | 231 | 7.7% |
| 32 | 230 | 7.6% |
| 31 | 218 | 7.2% |
| 29 | 187 | 6.2% |
| 28 | 181 | 6.0% |
| 35 | 181 | 6.0% |
| 34 | 171 | 5.7% |
| 27 | 136 | 4.5% |
| 36 | 126 | 4.2% |
| Other values (31) | 845 | |
| (Missing) | 229 | 7.6% |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.1% |
| 21 | 6 | 0.2% |
| 22 | 18 | 0.6% |
| 23 | 25 | 0.8% |
| 24 | 60 | 2.0% |
| 25 | 95 | |
| 26 | 119 | |
| 27 | 136 | |
| 28 | 181 | |
| 29 | 187 |
| Value | Count | Frequency (%) |
| 69 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 65 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 56 | 2 | 0.1% |
| 54 | 3 | |
| 53 | 1 | < 0.1% |
| 52 | 5 | |
| 51 | 2 | 0.1% |
Gender
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 24 |
| Missing (%) | 0.8% |
| Memory size | 23.6 KiB |
| Male | |
|---|---|
| M | |
| Female | |
| F | 105 |
| Diverse | 2 |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 3.47839196 |
| Min length | 1 |
Characters and Unicode
| Total characters | 10383 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Male | 1887 | |
| M | 646 | 21.5% |
| Female | 345 | 11.5% |
| F | 105 | 3.5% |
| Diverse | 2 | 0.1% |
| (Missing) | 24 | 0.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| male | 1887 | |
| m | 646 | 21.6% |
| female | 345 | 11.6% |
| f | 105 | 3.5% |
| diverse | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2581 | |
| M | 2533 | |
| a | 2232 | |
| l | 2232 | |
| F | 450 | 4.3% |
| m | 345 | 3.3% |
| D | 2 | < 0.1% |
| i | 2 | < 0.1% |
| v | 2 | < 0.1% |
| r | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7398 | |
| Uppercase Letter | 2985 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2581 | |
| a | 2232 | |
| l | 2232 | |
| m | 345 | 4.7% |
| i | 2 | < 0.1% |
| v | 2 | < 0.1% |
| r | 2 | < 0.1% |
| s | 2 | < 0.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 2533 | |
| F | 450 | 15.1% |
| D | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10383 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 2581 | |
| M | 2533 | |
| a | 2232 | |
| l | 2232 | |
| F | 450 | 4.3% |
| m | 345 | 3.3% |
| D | 2 | < 0.1% |
| i | 2 | < 0.1% |
| v | 2 | < 0.1% |
| r | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10383 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 2581 | |
| M | 2533 | |
| a | 2232 | |
| l | 2232 | |
| F | 450 | 4.3% |
| m | 345 | 3.3% |
| D | 2 | < 0.1% |
| i | 2 | < 0.1% |
| v | 2 | < 0.1% |
| r | 2 | < 0.1% |
| Distinct | 183 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 29 |
| Missing (%) | 1.0% |
| Memory size | 23.6 KiB |
| Berlin | |
|---|---|
| Munich | |
| München | |
| Frankfurt | 127 |
| Amsterdam | 104 |
| Other values (178) |
Length
| Max length | 21 |
|---|---|
| Median length | 6 |
| Mean length | 6.682214765 |
| Min length | 2 |
Characters and Unicode
| Total characters | 19913 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 107 ? |
|---|---|
| Unique (%) | 3.6% |
Sample
| 1st row | Munich |
|---|---|
| 2nd row | Berlin |
| 3rd row | Berlin |
| 4th row | Berlin |
| 5th row | Berlin |
Common Values
| Value | Count | Frequency (%) |
| Berlin | 1402 | |
| Munich | 476 | 15.8% |
| München | 249 | 8.3% |
| Frankfurt | 127 | 4.2% |
| Amsterdam | 104 | 3.5% |
| Hamburg | 90 | 3.0% |
| Stuttgart | 56 | 1.9% |
| Cologne | 36 | 1.2% |
| Köln | 21 | 0.7% |
| Moscow | 19 | 0.6% |
| Other values (173) | 400 | 13.3% |
| (Missing) | 29 | 1.0% |
Length
| Value | Count | Frequency (%) |
| berlin | 1402 | |
| munich | 476 | 15.9% |
| münchen | 249 | 8.3% |
| frankfurt | 127 | 4.2% |
| amsterdam | 106 | 3.5% |
| hamburg | 90 | 3.0% |
| stuttgart | 66 | 2.2% |
| cologne | 36 | 1.2% |
| düsseldorf | 21 | 0.7% |
| köln | 21 | 0.7% |
| Other values (166) | 408 | 13.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2811 | |
| r | 2187 | |
| e | 2099 | |
| i | 2048 | |
| l | 1619 | 8.1% |
| B | 1435 | 7.2% |
| u | 879 | 4.4% |
| h | 800 | 4.0% |
| c | 793 | 4.0% |
| M | 767 | 3.9% |
| Other values (45) | 4475 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 16837 | |
| Uppercase Letter | 3000 | 15.1% |
| Space Separator | 60 | 0.3% |
| Dash Punctuation | 7 | < 0.1% |
| Other Punctuation | 7 | < 0.1% |
| Open Punctuation | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 2811 | |
| r | 2187 | |
| e | 2099 | |
| i | 2048 | |
| l | 1619 | |
| u | 879 | 5.2% |
| h | 800 | 4.8% |
| c | 793 | 4.7% |
| a | 595 | 3.5% |
| t | 580 | 3.4% |
| Other values (17) | 2426 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 1435 | |
| M | 767 | |
| F | 133 | 4.4% |
| A | 116 | 3.9% |
| H | 115 | 3.8% |
| S | 97 | 3.2% |
| K | 67 | 2.2% |
| D | 48 | 1.6% |
| C | 43 | 1.4% |
| L | 35 | 1.2% |
| Other values (13) | 144 | 4.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 7 |
Space Separator
| Value | Count | Frequency (%) |
| 60 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 7 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 19837 | |
| Common | 76 | 0.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 2811 | |
| r | 2187 | |
| e | 2099 | |
| i | 2048 | |
| l | 1619 | 8.2% |
| B | 1435 | 7.2% |
| u | 879 | 4.4% |
| h | 800 | 4.0% |
| c | 793 | 4.0% |
| M | 767 | 3.9% |
| Other values (40) | 4399 |
Common
| Value | Count | Frequency (%) |
| 60 | ||
| - | 7 | 9.2% |
| , | 7 | 9.2% |
| ( | 1 | 1.3% |
| ) | 1 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19602 | |
| Latin 1 Sup | 310 | 1.6% |
| Latin Ext A | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 2811 | |
| r | 2187 | |
| e | 2099 | |
| i | 2048 | |
| l | 1619 | 8.3% |
| B | 1435 | 7.3% |
| u | 879 | 4.5% |
| h | 800 | 4.1% |
| c | 793 | 4.0% |
| M | 767 | 3.9% |
| Other values (42) | 4164 |
Latin 1 Sup
| Value | Count | Frequency (%) |
| ü | 288 | |
| ö | 22 | 7.1% |
Latin Ext A
| Value | Count | Frequency (%) |
| ń | 1 |
| Distinct | 148 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 1762 |
| Missing (%) | 58.6% |
| Memory size | 23.6 KiB |
| Software Engineer | |
|---|---|
| Backend Developer | |
| Data Scientist | |
| Frontend Developer | |
| QA Engineer | |
| Other values (143) |
Length
| Max length | 44 |
|---|---|
| Median length | 17 |
| Mean length | 15.3648757 |
| Min length | 3 |
Characters and Unicode
| Total characters | 19160 |
|---|---|
| Distinct characters | 60 |
| Distinct categories | 8 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 119 ? |
|---|---|
| Unique (%) | 9.5% |
Sample
| 1st row | Software Engineer |
|---|---|
| 2nd row | Backend Developer |
| 3rd row | Software Engineer |
| 4th row | Frontend Developer |
| 5th row | Backend Developer |
Common Values
| Value | Count | Frequency (%) |
| Software Engineer | 387 | 12.9% |
| Backend Developer | 174 | 5.8% |
| Data Scientist | 110 | 3.7% |
| Frontend Developer | 89 | 3.0% |
| QA Engineer | 71 | 2.4% |
| DevOps | 57 | 1.9% |
| Mobile Developer | 53 | 1.8% |
| ML Engineer | 42 | 1.4% |
| Product Manager | 39 | 1.3% |
| Data Engineer | 25 | 0.8% |
| Other values (138) | 200 | 6.6% |
| (Missing) | 1762 |
Length
| Value | Count | Frequency (%) |
| engineer | 551 | |
| software | 399 | |
| developer | 330 | |
| backend | 174 | 7.1% |
| data | 156 | 6.3% |
| scientist | 110 | 4.5% |
| frontend | 89 | 3.6% |
| qa | 75 | 3.1% |
| manager | 74 | 3.0% |
| devops | 58 | 2.4% |
| Other values (115) | 443 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3273 | |
| n | 1812 | 9.5% |
| r | 1618 | 8.4% |
| 1232 | 6.4% | |
| a | 1177 | 6.1% |
| t | 1072 | 5.6% |
| o | 992 | 5.2% |
| i | 958 | 5.0% |
| g | 693 | 3.6% |
| E | 570 | 3.0% |
| Other values (50) | 5763 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 15166 | |
| Uppercase Letter | 2693 | 14.1% |
| Space Separator | 1232 | 6.4% |
| Other Punctuation | 29 | 0.2% |
| Open Punctuation | 18 | 0.1% |
| Close Punctuation | 18 | 0.1% |
| Math Symbol | 2 | < 0.1% |
| Dash Punctuation | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3273 | |
| n | 1812 | |
| r | 1618 | |
| a | 1177 | 7.8% |
| t | 1072 | 7.1% |
| o | 992 | 6.5% |
| i | 958 | 6.3% |
| g | 693 | 4.6% |
| l | 461 | 3.0% |
| f | 411 | 2.7% |
| Other values (18) | 2699 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 570 | |
| D | 567 | |
| S | 548 | |
| B | 190 | 7.1% |
| M | 169 | 6.3% |
| A | 121 | 4.5% |
| F | 98 | 3.6% |
| Q | 75 | 2.8% |
| O | 68 | 2.5% |
| P | 59 | 2.2% |
| Other values (13) | 228 | 8.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 24 | |
| , | 3 | 10.3% |
| & | 1 | 3.4% |
| . | 1 | 3.4% |
Space Separator
| Value | Count | Frequency (%) |
| 1232 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 18 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 18 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 2 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 17854 | |
| Common | 1301 | 6.8% |
| Cyrillic | 5 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3273 | |
| n | 1812 | 10.1% |
| r | 1618 | 9.1% |
| a | 1177 | 6.6% |
| t | 1072 | 6.0% |
| o | 992 | 5.6% |
| i | 958 | 5.4% |
| g | 693 | 3.9% |
| E | 570 | 3.2% |
| D | 567 | 3.2% |
| Other values (37) | 5122 |
Common
| Value | Count | Frequency (%) |
| 1232 | ||
| / | 24 | 1.8% |
| ( | 18 | 1.4% |
| ) | 18 | 1.4% |
| , | 3 | 0.2% |
| + | 2 | 0.2% |
| - | 2 | 0.2% |
| & | 1 | 0.1% |
| . | 1 | 0.1% |
Cyrillic
| Value | Count | Frequency (%) |
| и | 2 | |
| н | 1 | |
| у | 1 | |
| л | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 19155 | |
| Cyrillic | 5 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 3273 | |
| n | 1812 | 9.5% |
| r | 1618 | 8.4% |
| 1232 | 6.4% | |
| a | 1177 | 6.1% |
| t | 1072 | 5.6% |
| o | 992 | 5.2% |
| i | 958 | 5.0% |
| g | 693 | 3.6% |
| E | 570 | 3.0% |
| Other values (46) | 5758 |
Cyrillic
| Value | Count | Frequency (%) |
| и | 2 | |
| н | 1 | |
| у | 1 | |
| л | 1 |
| Distinct | 48 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 1772 |
| Missing (%) | 58.9% |
| Memory size | 23.6 KiB |
| 10 | |
|---|---|
| 5 | |
| 6 | |
| 8 | |
| 7 | |
| Other values (43) |
Length
| Max length | 51 |
|---|---|
| Median length | 1 |
| Mean length | 1.528698464 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1891 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 15 ? |
|---|---|
| Unique (%) | 1.2% |
Sample
| 1st row | 5 |
|---|---|
| 2nd row | 7 |
| 3rd row | 12 |
| 4th row | 4 |
| 5th row | 17 |
Common Values
| Value | Count | Frequency (%) |
| 10 | 138 | 4.6% |
| 5 | 136 | 4.5% |
| 6 | 99 | 3.3% |
| 8 | 92 | 3.1% |
| 7 | 84 | 2.8% |
| 4 | 80 | 2.7% |
| 12 | 67 | 2.2% |
| 3 | 66 | 2.2% |
| 15 | 63 | 2.1% |
| 9 | 60 | 2.0% |
| Other values (38) | 352 | 11.7% |
| (Missing) | 1772 |
Length
| Value | Count | Frequency (%) |
| 10 | 138 | 11.0% |
| 5 | 136 | 10.8% |
| 6 | 100 | 7.9% |
| 8 | 93 | 7.4% |
| 7 | 84 | 6.7% |
| 4 | 80 | 6.3% |
| 12 | 67 | 5.3% |
| 3 | 66 | 5.2% |
| 15 | 64 | 5.1% |
| 9 | 60 | 4.8% |
| Other values (51) | 372 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 532 | |
| 5 | 224 | |
| 2 | 185 | 9.8% |
| 0 | 179 | 9.5% |
| 4 | 123 | 6.5% |
| 6 | 122 | 6.5% |
| 3 | 118 | 6.2% |
| 8 | 113 | 6.0% |
| 7 | 99 | 5.2% |
| 9 | 68 | 3.6% |
| Other values (29) | 128 | 6.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1763 | |
| Lowercase Letter | 74 | 3.9% |
| Space Separator | 23 | 1.2% |
| Other Punctuation | 21 | 1.1% |
| Uppercase Letter | 6 | 0.3% |
| Open Punctuation | 2 | 0.1% |
| Close Punctuation | 2 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 12 | |
| t | 11 | |
| s | 10 | |
| e | 8 | |
| n | 7 | |
| i | 6 | |
| r | 3 | 4.1% |
| o | 3 | 4.1% |
| l | 3 | 4.1% |
| h | 2 | 2.7% |
| Other values (7) | 9 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 532 | |
| 5 | 224 | |
| 2 | 185 | 10.5% |
| 0 | 179 | 10.2% |
| 4 | 123 | 7.0% |
| 6 | 122 | 6.9% |
| 3 | 118 | 6.7% |
| 8 | 113 | 6.4% |
| 7 | 99 | 5.6% |
| 9 | 68 | 3.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| Q | 1 | |
| A | 1 | |
| E | 1 | |
| C | 1 | |
| T | 1 | |
| O | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 15 | |
| , | 5 | 23.8% |
| / | 1 | 4.8% |
Space Separator
| Value | Count | Frequency (%) |
| 23 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1811 | |
| Latin | 80 | 4.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 12 | |
| t | 11 | |
| s | 10 | |
| e | 8 | |
| n | 7 | |
| i | 6 | 7.5% |
| r | 3 | 3.8% |
| o | 3 | 3.8% |
| l | 3 | 3.8% |
| h | 2 | 2.5% |
| Other values (13) | 15 |
Common
| Value | Count | Frequency (%) |
| 1 | 532 | |
| 5 | 224 | |
| 2 | 185 | 10.2% |
| 0 | 179 | 9.9% |
| 4 | 123 | 6.8% |
| 6 | 122 | 6.7% |
| 3 | 118 | 6.5% |
| 8 | 113 | 6.2% |
| 7 | 99 | 5.5% |
| 9 | 68 | 3.8% |
| Other values (6) | 48 | 2.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1891 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 532 | |
| 5 | 224 | |
| 2 | 185 | 9.8% |
| 0 | 179 | 9.5% |
| 4 | 123 | 6.5% |
| 6 | 122 | 6.5% |
| 3 | 118 | 6.2% |
| 8 | 113 | 6.0% |
| 7 | 99 | 5.2% |
| 9 | 68 | 3.6% |
| Other values (29) | 128 | 6.8% |
| Distinct | 53 |
|---|---|
| Distinct (%) | 4.3% |
| Missing | 1788 |
| Missing (%) | 59.4% |
| Memory size | 23.6 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | |
| 5 | |
| 4 | |
| Other values (48) |
Length
| Max length | 51 |
|---|---|
| Median length | 1 |
| Mean length | 1.305487305 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1594 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 24 ? |
|---|---|
| Unique (%) | 2.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 4 |
| 3rd row | 6 |
| 4th row | 1 |
| 5th row | 6 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 195 | 6.5% |
| 1 | 189 | 6.3% |
| 3 | 155 | 5.2% |
| 5 | 142 | 4.7% |
| 4 | 122 | 4.1% |
| 0 | 99 | 3.3% |
| 6 | 70 | 2.3% |
| 7 | 37 | 1.2% |
| 10 | 29 | 1.0% |
| 1.5 | 24 | 0.8% |
| Other values (43) | 159 | 5.3% |
| (Missing) | 1788 |
Length
| Value | Count | Frequency (%) |
| 2 | 195 | |
| 1 | 191 | |
| 3 | 157 | |
| 5 | 142 | |
| 4 | 124 | |
| 0 | 100 | |
| 6 | 71 | 5.7% |
| 7 | 37 | 3.0% |
| 10 | 29 | 2.3% |
| 1.5 | 24 | 1.9% |
| Other values (51) | 173 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 300 | |
| 2 | 232 | |
| 5 | 225 | |
| 3 | 176 | |
| 0 | 165 | |
| 4 | 132 | |
| 6 | 74 | 4.6% |
| . | 65 | 4.1% |
| 7 | 39 | 2.4% |
| 9 | 23 | 1.4% |
| Other values (29) | 163 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1386 | |
| Lowercase Letter | 87 | 5.5% |
| Other Punctuation | 84 | 5.3% |
| Space Separator | 22 | 1.4% |
| Open Punctuation | 4 | 0.3% |
| Close Punctuation | 4 | 0.3% |
| Uppercase Letter | 3 | 0.2% |
| Math Symbol | 2 | 0.1% |
| Other Number | 1 | 0.1% |
| Dash Punctuation | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 12 | |
| a | 12 | |
| t | 11 | |
| s | 9 | |
| i | 8 | |
| e | 6 | 6.9% |
| l | 4 | 4.6% |
| o | 4 | 4.6% |
| r | 3 | 3.4% |
| d | 3 | 3.4% |
| Other values (8) | 15 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 300 | |
| 2 | 232 | |
| 5 | 225 | |
| 3 | 176 | |
| 0 | 165 | |
| 4 | 132 | |
| 6 | 74 | 5.3% |
| 7 | 39 | 2.8% |
| 9 | 23 | 1.7% |
| 8 | 20 | 1.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1 | |
| G | 1 | |
| P | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 65 | |
| , | 19 | 22.6% |
Math Symbol
| Value | Count | Frequency (%) |
| < | 2 |
Space Separator
| Value | Count | Frequency (%) |
| 22 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 4 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 4 |
Other Number
| Value | Count | Frequency (%) |
| ⁰ | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1504 | |
| Latin | 90 | 5.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 12 | |
| a | 12 | |
| t | 11 | |
| s | 9 | |
| i | 8 | |
| e | 6 | 6.7% |
| l | 4 | 4.4% |
| o | 4 | 4.4% |
| r | 3 | 3.3% |
| d | 3 | 3.3% |
| Other values (11) | 18 |
Common
| Value | Count | Frequency (%) |
| 1 | 300 | |
| 2 | 232 | |
| 5 | 225 | |
| 3 | 176 | |
| 0 | 165 | |
| 4 | 132 | |
| 6 | 74 | 4.9% |
| . | 65 | 4.3% |
| 7 | 39 | 2.6% |
| 9 | 23 | 1.5% |
| Other values (8) | 73 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1593 | |
| None | 1 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 300 | |
| 2 | 232 | |
| 5 | 225 | |
| 3 | 176 | |
| 0 | 165 | |
| 4 | 132 | |
| 6 | 74 | 4.6% |
| . | 65 | 4.1% |
| 7 | 39 | 2.4% |
| 9 | 23 | 1.4% |
| Other values (28) | 162 |
None
| Value | Count | Frequency (%) |
| ⁰ | 1 |
| Distinct | 24 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 792 |
| Missing (%) | 26.3% |
| Memory size | 23.6 KiB |
| Senior | |
|---|---|
| Middle | |
| Lead | |
| Junior | |
| Head | 50 |
| Other values (19) | 24 |
Length
| Max length | 41 |
|---|---|
| Median length | 6 |
| Mean length | 5.821831304 |
| Min length | 2 |
Characters and Unicode
| Total characters | 12907 |
|---|---|
| Distinct characters | 40 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | Senior |
|---|---|
| 2nd row | Senior |
| 3rd row | Lead |
| 4th row | Junior |
| 5th row | Senior |
Common Values
| Value | Count | Frequency (%) |
| Senior | 1152 | |
| Middle | 638 | |
| Lead | 201 | 6.7% |
| Junior | 152 | 5.1% |
| Head | 50 | 1.7% |
| Principal | 6 | 0.2% |
| Student | 1 | < 0.1% |
| C-level executive manager | 1 | < 0.1% |
| Intern | 1 | < 0.1% |
| No level | 1 | < 0.1% |
| Other values (14) | 14 | 0.5% |
| (Missing) | 792 |
Length
| Value | Count | Frequency (%) |
| senior | 1152 | |
| middle | 638 | |
| lead | 201 | 9.0% |
| junior | 152 | 6.8% |
| head | 50 | 2.2% |
| principal | 6 | 0.3% |
| no | 4 | 0.2% |
| level | 3 | 0.1% |
| manager | 3 | 0.1% |
| student | 3 | 0.1% |
| Other values (20) | 22 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2075 | |
| i | 1961 | |
| d | 1532 | |
| n | 1327 | |
| r | 1325 | |
| o | 1312 | |
| S | 1155 | |
| l | 655 | 5.1% |
| M | 640 | 5.0% |
| a | 266 | 2.1% |
| Other values (30) | 659 | 5.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10664 | |
| Uppercase Letter | 2221 | 17.2% |
| Space Separator | 19 | 0.1% |
| Dash Punctuation | 2 | < 0.1% |
| Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2075 | |
| i | 1961 | |
| d | 1532 | |
| n | 1327 | |
| r | 1325 | |
| o | 1312 | |
| l | 655 | 6.1% |
| a | 266 | 2.5% |
| u | 156 | 1.5% |
| t | 14 | 0.1% |
| Other values (11) | 41 | 0.4% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1155 | |
| M | 640 | |
| L | 202 | 9.1% |
| J | 152 | 6.8% |
| H | 50 | 2.3% |
| P | 7 | 0.3% |
| C | 4 | 0.2% |
| N | 2 | 0.1% |
| W | 2 | 0.1% |
| V | 1 | < 0.1% |
| Other values (6) | 6 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 19 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 12885 | |
| Common | 22 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 2075 | |
| i | 1961 | |
| d | 1532 | |
| n | 1327 | |
| r | 1325 | |
| o | 1312 | |
| S | 1155 | |
| l | 655 | 5.1% |
| M | 640 | 5.0% |
| a | 266 | 2.1% |
| Other values (27) | 637 | 4.9% |
Common
| Value | Count | Frequency (%) |
| 19 | ||
| - | 2 | 9.1% |
| , | 1 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12907 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 2075 | |
| i | 1961 | |
| d | 1532 | |
| n | 1327 | |
| r | 1325 | |
| o | 1312 | |
| S | 1155 | |
| l | 655 | 5.1% |
| M | 640 | 5.0% |
| a | 266 | 2.1% |
| Other values (30) | 659 | 5.1% |
| Distinct | 274 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 906 |
| Missing (%) | 30.1% |
| Memory size | 23.6 KiB |
| Python | |
|---|---|
| Java | |
| Not Relevant | |
| Javascript / Typescript | |
| PHP | |
| Other values (269) |
Length
| Max length | 60 |
|---|---|
| Median length | 5 |
| Mean length | 7.038991916 |
| Min length | 1 |
Characters and Unicode
| Total characters | 14803 |
|---|---|
| Distinct characters | 70 |
| Distinct categories | 9 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 198 ? |
|---|---|
| Unique (%) | 9.4% |
Sample
| 1st row | TypeScript |
|---|---|
| 2nd row | Ruby |
| 3rd row | Javascript / Typescript |
| 4th row | Javascript |
| 5th row | C# .NET |
Common Values
| Value | Count | Frequency (%) |
| Python | 369 | |
| Java | 365 | |
| Not Relevant | 119 | 4.0% |
| Javascript / Typescript | 113 | 3.8% |
| PHP | 108 | 3.6% |
| Kotlin | 56 | 1.9% |
| .NET | 54 | 1.8% |
| C/C++ | 46 | 1.5% |
| Swift | 44 | 1.5% |
| AWS | 43 | 1.4% |
| Other values (264) | 786 | |
| (Missing) | 906 |
Length
| Value | Count | Frequency (%) |
| python | 432 | |
| java | 391 | |
| javascript | 203 | 7.7% |
| typescript | 152 | 5.7% |
| 133 | 5.0% | |
| php | 126 | 4.8% |
| relevant | 119 | 4.5% |
| not | 119 | 4.5% |
| c | 97 | 3.7% |
| net | 70 | 2.6% |
| Other values (198) | 805 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1533 | 10.4% |
| t | 1283 | 8.7% |
| o | 802 | 5.4% |
| n | 739 | 5.0% |
| v | 738 | 5.0% |
| P | 692 | 4.7% |
| y | 655 | 4.4% |
| e | 622 | 4.2% |
| J | 615 | 4.2% |
| p | 608 | 4.1% |
| Other values (60) | 6516 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 10330 | |
| Uppercase Letter | 3235 | 21.9% |
| Space Separator | 592 | 4.0% |
| Other Punctuation | 429 | 2.9% |
| Math Symbol | 195 | 1.3% |
| Dash Punctuation | 11 | 0.1% |
| Decimal Number | 5 | < 0.1% |
| Open Punctuation | 3 | < 0.1% |
| Close Punctuation | 3 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1533 | |
| t | 1283 | |
| o | 802 | 7.8% |
| n | 739 | 7.2% |
| v | 738 | 7.1% |
| y | 655 | 6.3% |
| e | 622 | 6.0% |
| p | 608 | 5.9% |
| i | 580 | 5.6% |
| r | 503 | 4.9% |
| Other values (18) | 2267 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 692 | |
| J | 615 | |
| S | 329 | |
| T | 228 | 7.0% |
| R | 219 | 6.8% |
| C | 218 | 6.7% |
| N | 199 | 6.2% |
| A | 135 | 4.2% |
| H | 122 | 3.8% |
| K | 84 | 2.6% |
| Other values (17) | 394 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 206 | |
| , | 102 | |
| . | 78 | 18.2% |
| # | 39 | 9.1% |
| & | 2 | 0.5% |
| * | 1 | 0.2% |
| : | 1 | 0.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 8 | 3 | |
| 6 | 1 | 20.0% |
| 3 | 1 | 20.0% |
Space Separator
| Value | Count | Frequency (%) |
| 592 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 195 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13560 | |
| Common | 1238 | 8.4% |
| Cyrillic | 5 | < 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 1533 | 11.3% |
| t | 1283 | 9.5% |
| o | 802 | 5.9% |
| n | 739 | 5.4% |
| v | 738 | 5.4% |
| P | 692 | 5.1% |
| y | 655 | 4.8% |
| e | 622 | 4.6% |
| J | 615 | 4.5% |
| p | 608 | 4.5% |
| Other values (41) | 5273 |
Common
| Value | Count | Frequency (%) |
| 592 | ||
| / | 206 | 16.6% |
| + | 195 | 15.8% |
| , | 102 | 8.2% |
| . | 78 | 6.3% |
| # | 39 | 3.2% |
| - | 11 | 0.9% |
| 8 | 3 | 0.2% |
| ( | 3 | 0.2% |
| ) | 3 | 0.2% |
| Other values (5) | 6 | 0.5% |
Cyrillic
| Value | Count | Frequency (%) |
| ф | 2 | |
| С | 1 | |
| О | 1 | |
| м | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14798 | |
| Cyrillic | 5 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 1533 | 10.4% |
| t | 1283 | 8.7% |
| o | 802 | 5.4% |
| n | 739 | 5.0% |
| v | 738 | 5.0% |
| P | 692 | 4.7% |
| y | 655 | 4.4% |
| e | 622 | 4.2% |
| J | 615 | 4.2% |
| p | 608 | 4.1% |
| Other values (56) | 6511 |
Cyrillic
| Value | Count | Frequency (%) |
| ф | 2 | |
| С | 1 | |
| О | 1 | |
| м | 1 |
| Distinct | 562 |
|---|---|
| Distinct (%) | 51.3% |
| Missing | 1913 |
| Missing (%) | 63.6% |
| Memory size | 23.6 KiB |
| Javascript / Typescript | 44 |
|---|---|
| Python | 37 |
| SQL | 31 |
| AWS, Docker | 16 |
| Kotlin | 15 |
| Other values (557) |
Length
| Max length | 121 |
|---|---|
| Median length | 28 |
| Mean length | 30.83394161 |
| Min length | 2 |
Characters and Unicode
| Total characters | 33794 |
|---|---|
| Distinct characters | 59 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 407 ? |
|---|---|
| Unique (%) | 37.1% |
Sample
| 1st row | Kotlin, Javascript / Typescript |
|---|---|
| 2nd row | Javascript / Typescript, Docker |
| 3rd row | .NET, SQL, AWS, Docker |
| 4th row | Python, AWS, Google Cloud, Kubernetes, Docker |
| 5th row | Javascript / Typescript |
Common Values
| Value | Count | Frequency (%) |
| Javascript / Typescript | 44 | 1.5% |
| Python | 37 | 1.2% |
| SQL | 31 | 1.0% |
| AWS, Docker | 16 | 0.5% |
| Kotlin | 15 | 0.5% |
| C/C++ | 13 | 0.4% |
| Swift | 13 | 0.4% |
| Python, SQL | 13 | 0.4% |
| Javascript / Typescript, SQL, AWS, Docker | 12 | 0.4% |
| Python, C/C++ | 11 | 0.4% |
| Other values (552) | 891 | |
| (Missing) | 1913 |
Length
| Value | Count | Frequency (%) |
| 628 | ||
| docker | 525 | |
| sql | 481 | 9.3% |
| python | 409 | 7.9% |
| aws | 401 | 7.8% |
| typescript | 381 | 7.4% |
| javascript | 381 | 7.4% |
| kubernetes | 296 | 5.7% |
| scala | 230 | 4.4% |
| java | 229 | 4.4% |
| Other values (90) | 1209 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4078 | 12.1% | |
| , | 2651 | 7.8% |
| e | 2113 | 6.3% |
| r | 1751 | 5.2% |
| a | 1735 | 5.1% |
| t | 1671 | 4.9% |
| o | 1667 | 4.9% |
| c | 1544 | 4.6% |
| S | 1186 | 3.5% |
| p | 1164 | 3.4% |
| Other values (49) | 14234 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 19167 | |
| Uppercase Letter | 6857 | 20.3% |
| Space Separator | 4078 | 12.1% |
| Other Punctuation | 3476 | 10.3% |
| Math Symbol | 211 | 0.6% |
| Dash Punctuation | 3 | < 0.1% |
| Decimal Number | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2113 | |
| r | 1751 | 9.1% |
| a | 1735 | 9.1% |
| t | 1671 | 8.7% |
| o | 1667 | 8.7% |
| c | 1544 | 8.1% |
| p | 1164 | 6.1% |
| s | 1098 | 5.7% |
| i | 952 | 5.0% |
| n | 850 | 4.4% |
| Other values (16) | 4622 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1186 | |
| P | 634 | |
| J | 612 | |
| A | 561 | |
| D | 533 | |
| L | 487 | |
| Q | 486 | |
| T | 478 | |
| K | 418 | 6.1% |
| W | 401 | 5.8% |
| Other values (13) | 1061 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2651 | |
| / | 734 | 21.1% |
| . | 88 | 2.5% |
| # | 2 | 0.1% |
| ; | 1 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 2 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 4078 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 211 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 26024 | |
| Common | 7770 | 23.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 2113 | 8.1% |
| r | 1751 | 6.7% |
| a | 1735 | 6.7% |
| t | 1671 | 6.4% |
| o | 1667 | 6.4% |
| c | 1544 | 5.9% |
| S | 1186 | 4.6% |
| p | 1164 | 4.5% |
| s | 1098 | 4.2% |
| i | 952 | 3.7% |
| Other values (39) | 11143 |
Common
| Value | Count | Frequency (%) |
| 4078 | ||
| , | 2651 | |
| / | 734 | 9.4% |
| + | 211 | 2.7% |
| . | 88 | 1.1% |
| - | 3 | < 0.1% |
| # | 2 | < 0.1% |
| 3 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| ; | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 33794 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4078 | 12.1% | |
| , | 2651 | 7.8% |
| e | 2113 | 6.3% |
| r | 1751 | 5.2% |
| a | 1735 | 5.1% |
| t | 1671 | 4.9% |
| o | 1667 | 4.9% |
| c | 1544 | 4.6% |
| S | 1186 | 3.5% |
| p | 1164 | 3.4% |
| Other values (49) | 14234 |
Yearly brutto salary (without bonus and stocks) in EUR
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGSKEWED| Distinct | 201 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 1756 |
| Missing (%) | 58.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 80279042.58 |
| Minimum | 10001 |
|---|---|
| Maximum | 1 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 10001 |
|---|---|
| 5-th percentile | 40000 |
| Q1 | 58800 |
| median | 70000 |
| Q3 | 80000 |
| 95-th percentile | 110000 |
| Maximum | 1 × 1011 |
| Range | 9.999999 × 1010 |
| Interquartile range (IQR) | 21200 |
Descriptive statistics
| Standard deviation | 2825061108 |
|---|---|
| Coefficient of variation (CV) | 35.19051818 |
| Kurtosis | 1252.93722 |
| Mean | 80279042.58 |
| Median Absolute Deviation (MAD) | 10000 |
| Skewness | 35.39641533 |
| Sum | 1.005896404 × 1011 |
| Variance | 7.980970262 × 1018 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60000 | 85 | 2.8% |
| 70000 | 83 | 2.8% |
| 65000 | 77 | 2.6% |
| 75000 | 73 | 2.4% |
| 80000 | 66 | 2.2% |
| 90000 | 45 | 1.5% |
| 85000 | 42 | 1.4% |
| 55000 | 35 | 1.2% |
| 72000 | 32 | 1.1% |
| 100000 | 28 | 0.9% |
| Other values (191) | 687 | 22.8% |
| (Missing) | 1756 |
| Value | Count | Frequency (%) |
| 10001 | 2 | |
| 10164 | 1 | |
| 11000 | 1 | |
| 11500 | 1 | |
| 12000 | 2 | |
| 13000 | 1 | |
| 14400 | 1 | |
| 14712 | 1 | |
| 16320 | 1 | |
| 17500 | 1 |
| Value | Count | Frequency (%) |
| 1 × 1011 | 1 | < 0.1% |
| 500000000 | 1 | < 0.1% |
| 850000 | 1 | < 0.1% |
| 300000 | 1 | < 0.1% |
| 250000 | 1 | < 0.1% |
| 240000 | 1 | < 0.1% |
| 200000 | 4 | |
| 180000 | 2 | |
| 172000 | 1 | < 0.1% |
| 160000 | 1 | < 0.1% |
| Distinct | 168 |
|---|---|
| Distinct (%) | 20.3% |
| Missing | 2180 |
| Missing (%) | 72.4% |
| Memory size | 23.6 KiB |
| 0 | |
|---|---|
| 5000 | |
| 10000 | |
| 2000 | 36 |
| 6000 | 26 |
| Other values (163) |
Length
| Max length | 10 |
|---|---|
| Median length | 4 |
| Mean length | 3.591073583 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2977 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 113 ? |
|---|---|
| Unique (%) | 13.6% |
Sample
| 1st row | 5000 |
|---|---|
| 2nd row | 120000 |
| 3rd row | 5000 |
| 4th row | 101 |
| 5th row | 40000 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 227 | 7.5% |
| 5000 | 56 | 1.9% |
| 10000 | 45 | 1.5% |
| 2000 | 36 | 1.2% |
| 6000 | 26 | 0.9% |
| 3000 | 23 | 0.8% |
| 1000 | 23 | 0.8% |
| 20000 | 21 | 0.7% |
| 4000 | 18 | 0.6% |
| 15000 | 16 | 0.5% |
| Other values (158) | 338 | 11.2% |
| (Missing) | 2180 |
Length
| Value | Count | Frequency (%) |
| 0 | 227 | |
| 5000 | 56 | 6.7% |
| 10000 | 45 | 5.4% |
| 2000 | 36 | 4.3% |
| 6000 | 26 | 3.1% |
| 3000 | 23 | 2.8% |
| 1000 | 23 | 2.8% |
| 20000 | 21 | 2.5% |
| 4000 | 18 | 2.2% |
| 15000 | 17 | 2.0% |
| Other values (159) | 339 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2044 | |
| 5 | 203 | 6.8% |
| 1 | 195 | 6.6% |
| 2 | 130 | 4.4% |
| 7 | 85 | 2.9% |
| 6 | 71 | 2.4% |
| 3 | 69 | 2.3% |
| 4 | 66 | 2.2% |
| 8 | 52 | 1.7% |
| 9 | 32 | 1.1% |
| Other values (20) | 30 | 1.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2947 | |
| Lowercase Letter | 21 | 0.7% |
| Other Punctuation | 2 | 0.1% |
| Space Separator | 2 | 0.1% |
| Dash Punctuation | 2 | 0.1% |
| Uppercase Letter | 2 | 0.1% |
| Math Symbol | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 3 | |
| o | 2 | 9.5% |
| n | 2 | 9.5% |
| d | 2 | 9.5% |
| s | 2 | 9.5% |
| b | 1 | 4.8% |
| v | 1 | 4.8% |
| g | 1 | 4.8% |
| l | 1 | 4.8% |
| y | 1 | 4.8% |
| Other values (5) | 5 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2044 | |
| 5 | 203 | 6.9% |
| 1 | 195 | 6.6% |
| 2 | 130 | 4.4% |
| 7 | 85 | 2.9% |
| 6 | 71 | 2.4% |
| 3 | 69 | 2.3% |
| 4 | 66 | 2.2% |
| 8 | 52 | 1.8% |
| 9 | 32 | 1.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2 |
Space Separator
| Value | Count | Frequency (%) |
| 2 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2954 | |
| Latin | 23 | 0.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 3 | |
| o | 2 | 8.7% |
| n | 2 | 8.7% |
| d | 2 | 8.7% |
| s | 2 | 8.7% |
| N | 2 | 8.7% |
| b | 1 | 4.3% |
| v | 1 | 4.3% |
| g | 1 | 4.3% |
| l | 1 | 4.3% |
| Other values (6) | 6 |
Common
| Value | Count | Frequency (%) |
| 0 | 2044 | |
| 5 | 203 | 6.9% |
| 1 | 195 | 6.6% |
| 2 | 130 | 4.4% |
| 7 | 85 | 2.9% |
| 6 | 71 | 2.4% |
| 3 | 69 | 2.3% |
| 4 | 66 | 2.2% |
| 8 | 52 | 1.8% |
| 9 | 32 | 1.1% |
| Other values (4) | 7 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2977 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2044 | |
| 5 | 203 | 6.8% |
| 1 | 195 | 6.6% |
| 2 | 130 | 4.4% |
| 7 | 85 | 2.9% |
| 6 | 71 | 2.4% |
| 3 | 69 | 2.3% |
| 4 | 66 | 2.2% |
| 8 | 52 | 1.7% |
| 9 | 32 | 1.1% |
| Other values (20) | 30 | 1.0% |
Annual brutto salary (without bonus and stocks) one year ago. Only answer if staying in the same country
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGSKEWED| Distinct | 147 |
|---|---|
| Distinct (%) | 16.6% |
| Missing | 2124 |
| Missing (%) | 70.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 632245.8723 |
| Minimum | 11000 |
|---|---|
| Maximum | 500000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 11000 |
|---|---|
| 5-th percentile | 37000 |
| Q1 | 55000 |
| median | 65000 |
| Q3 | 75000 |
| 95-th percentile | 98000 |
| Maximum | 500000000 |
| Range | 499989000 |
| Interquartile range (IQR) | 20000 |
Descriptive statistics
| Standard deviation | 16805081.75 |
|---|---|
| Coefficient of variation (CV) | 26.57997859 |
| Kurtosis | 884.9937503 |
| Mean | 632245.8723 |
| Median Absolute Deviation (MAD) | 10000 |
| Skewness | 29.74879226 |
| Sum | 559537597 |
| Variance | 2.824107727 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65000 | 69 | 2.3% |
| 60000 | 65 | 2.2% |
| 75000 | 52 | 1.7% |
| 70000 | 48 | 1.6% |
| 55000 | 42 | 1.4% |
| 80000 | 42 | 1.4% |
| 72000 | 24 | 0.8% |
| 85000 | 22 | 0.7% |
| 50000 | 21 | 0.7% |
| 90000 | 21 | 0.7% |
| Other values (137) | 479 | 15.9% |
| (Missing) | 2124 |
| Value | Count | Frequency (%) |
| 11000 | 1 | |
| 12000 | 2 | |
| 14712 | 1 | |
| 15000 | 1 | |
| 16000 | 2 | |
| 16560 | 1 | |
| 17000 | 1 | |
| 18000 | 1 | |
| 19000 | 1 | |
| 20000 | 2 |
| Value | Count | Frequency (%) |
| 500000000 | 1 | |
| 760000 | 1 | |
| 230000 | 1 | |
| 200000 | 2 | |
| 190000 | 1 | |
| 169000 | 1 | |
| 160000 | 1 | |
| 156000 | 1 | |
| 140000 | 2 | |
| 132000 | 1 |
Annual bonus+stocks one year ago. Only answer if staying in same country
Categorical
HIGH CARDINALITYMISSING| Distinct | 131 |
|---|---|
| Distinct (%) | 21.3% |
| Missing | 2395 |
| Missing (%) | 79.6% |
| Memory size | 23.6 KiB |
| 0 | |
|---|---|
| 5000 | 32 |
| 10000 | 25 |
| 60000 | 15 |
| 3000 | 13 |
| Other values (126) |
Length
| Max length | 31 |
|---|---|
| Median length | 4 |
| Mean length | 3.446254072 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2116 |
|---|---|
| Distinct characters | 29 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 64 ? |
|---|---|
| Unique (%) | 10.4% |
Sample
| 1st row | 10000 |
|---|---|
| 2nd row | 5000 |
| 3rd row | 100000 |
| 4th row | 5000 |
| 5th row | 13000 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 200 | 6.6% |
| 5000 | 32 | 1.1% |
| 10000 | 25 | 0.8% |
| 60000 | 15 | 0.5% |
| 3000 | 13 | 0.4% |
| 1000 | 13 | 0.4% |
| 6000 | 12 | 0.4% |
| 7000 | 12 | 0.4% |
| 2000 | 11 | 0.4% |
| 80000 | 10 | 0.3% |
| Other values (121) | 271 | 9.0% |
| (Missing) | 2395 |
Length
| Value | Count | Frequency (%) |
| 0 | 200 | |
| 5000 | 32 | 5.2% |
| 10000 | 25 | 4.0% |
| 60000 | 15 | 2.4% |
| 1000 | 13 | 2.1% |
| 3000 | 13 | 2.1% |
| 7000 | 12 | 1.9% |
| 6000 | 12 | 1.9% |
| 2000 | 11 | 1.8% |
| 80000 | 10 | 1.6% |
| Other values (125) | 275 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1462 | |
| 5 | 144 | 6.8% |
| 1 | 104 | 4.9% |
| 6 | 73 | 3.4% |
| 2 | 68 | 3.2% |
| 7 | 59 | 2.8% |
| 3 | 56 | 2.6% |
| 8 | 56 | 2.6% |
| 4 | 44 | 2.1% |
| 9 | 18 | 0.9% |
| Other values (19) | 32 | 1.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2084 | |
| Lowercase Letter | 24 | 1.1% |
| Space Separator | 4 | 0.2% |
| Other Punctuation | 3 | 0.1% |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| g | 4 | |
| e | 2 | 8.3% |
| n | 2 | 8.3% |
| b | 2 | 8.3% |
| d | 2 | 8.3% |
| o | 2 | 8.3% |
| l | 1 | 4.2% |
| a | 1 | 4.2% |
| r | 1 | 4.2% |
| i | 1 | 4.2% |
| Other values (6) | 6 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1462 | |
| 5 | 144 | 6.9% |
| 1 | 104 | 5.0% |
| 6 | 73 | 3.5% |
| 2 | 68 | 3.3% |
| 7 | 59 | 2.8% |
| 3 | 56 | 2.7% |
| 8 | 56 | 2.7% |
| 4 | 44 | 2.1% |
| 9 | 18 | 0.9% |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 3 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2092 | |
| Latin | 24 | 1.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| g | 4 | |
| e | 2 | 8.3% |
| n | 2 | 8.3% |
| b | 2 | 8.3% |
| d | 2 | 8.3% |
| o | 2 | 8.3% |
| l | 1 | 4.2% |
| a | 1 | 4.2% |
| r | 1 | 4.2% |
| i | 1 | 4.2% |
| Other values (6) | 6 |
Common
| Value | Count | Frequency (%) |
| 0 | 1462 | |
| 5 | 144 | 6.9% |
| 1 | 104 | 5.0% |
| 6 | 73 | 3.5% |
| 2 | 68 | 3.3% |
| 7 | 59 | 2.8% |
| 3 | 56 | 2.7% |
| 8 | 56 | 2.7% |
| 4 | 44 | 2.1% |
| 9 | 18 | 0.9% |
| Other values (3) | 8 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2116 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1462 | |
| 5 | 144 | 6.8% |
| 1 | 104 | 4.9% |
| 6 | 73 | 3.4% |
| 2 | 68 | 3.2% |
| 7 | 59 | 2.8% |
| 3 | 56 | 2.6% |
| 8 | 56 | 2.6% |
| 4 | 44 | 2.1% |
| 9 | 18 | 0.9% |
| Other values (19) | 32 | 1.5% |
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 1773 |
| Missing (%) | 58.9% |
| Memory size | 23.6 KiB |
| Full-time employee | |
|---|---|
| Self-employed (freelancer) | 28 |
| Part-time employee | 8 |
| Founder | 3 |
| Werkstudent | 1 |
| Other values (6) | 6 |
Length
| Max length | 79 |
|---|---|
| Median length | 18 |
| Mean length | 18.22168285 |
| Min length | 6 |
Characters and Unicode
| Total characters | 22522 |
|---|---|
| Distinct characters | 38 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | Full-time employee |
|---|---|
| 2nd row | Full-time employee |
| 3rd row | Self-employed (freelancer) |
| 4th row | Full-time employee |
| 5th row | Full-time employee |
Common Values
| Value | Count | Frequency (%) |
| Full-time employee | 1190 | |
| Self-employed (freelancer) | 28 | 0.9% |
| Part-time employee | 8 | 0.3% |
| Founder | 3 | 0.1% |
| Werkstudent | 1 | < 0.1% |
| Full-time position, part-time position, & self-employed (freelancing, tutoring) | 1 | < 0.1% |
| working student | 1 | < 0.1% |
| full-time, but 32 hours per week (it was my request, I'm a student) | 1 | < 0.1% |
| Company Director | 1 | < 0.1% |
| Working Student | 1 | < 0.1% |
| (Missing) | 1773 |
Length
| Value | Count | Frequency (%) |
| employee | 1198 | |
| full-time | 1192 | |
| self-employed | 29 | 1.2% |
| freelancer | 28 | 1.1% |
| part-time | 9 | 0.4% |
| founder | 3 | 0.1% |
| student | 3 | 0.1% |
| working | 2 | 0.1% |
| position | 2 | 0.1% |
| werkstudent | 1 | < 0.1% |
| Other values (17) | 17 | 0.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4983 | |
| l | 3669 | |
| m | 2431 | |
| 1248 | 5.5% | |
| o | 1240 | 5.5% |
| p | 1232 | 5.5% |
| - | 1230 | 5.5% |
| y | 1229 | 5.5% |
| t | 1227 | 5.4% |
| i | 1211 | 5.4% |
| Other values (28) | 2822 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 18738 | |
| Space Separator | 1248 | 5.5% |
| Uppercase Letter | 1237 | 5.5% |
| Dash Punctuation | 1230 | 5.5% |
| Open Punctuation | 30 | 0.1% |
| Close Punctuation | 30 | 0.1% |
| Other Punctuation | 7 | < 0.1% |
| Decimal Number | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4983 | |
| l | 3669 | |
| m | 2431 | |
| o | 1240 | 6.6% |
| p | 1232 | 6.6% |
| y | 1229 | 6.6% |
| t | 1227 | 6.5% |
| i | 1211 | 6.5% |
| u | 1203 | 6.4% |
| r | 79 | 0.4% |
| Other values (12) | 234 | 1.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| F | 1194 | |
| S | 29 | 2.3% |
| P | 8 | 0.6% |
| W | 2 | 0.2% |
| I | 2 | 0.2% |
| C | 1 | 0.1% |
| D | 1 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 5 | |
| & | 1 | 14.3% |
| ' | 1 | 14.3% |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1 | |
| 2 | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1230 |
Space Separator
| Value | Count | Frequency (%) |
| 1248 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 30 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 30 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 19975 | |
| Common | 2547 | 11.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4983 | |
| l | 3669 | |
| m | 2431 | |
| o | 1240 | 6.2% |
| p | 1232 | 6.2% |
| y | 1229 | 6.2% |
| t | 1227 | 6.1% |
| i | 1211 | 6.1% |
| u | 1203 | 6.0% |
| F | 1194 | 6.0% |
| Other values (19) | 356 | 1.8% |
Common
| Value | Count | Frequency (%) |
| 1248 | ||
| - | 1230 | |
| ( | 30 | 1.2% |
| ) | 30 | 1.2% |
| , | 5 | 0.2% |
| & | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| ' | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 22522 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 4983 | |
| l | 3669 | |
| m | 2431 | |
| 1248 | 5.5% | |
| o | 1240 | 5.5% |
| p | 1232 | 5.5% |
| - | 1230 | 5.5% |
| y | 1229 | 5.5% |
| t | 1227 | 5.4% |
| i | 1211 | 5.4% |
| Other values (28) | 2822 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 823 |
| Missing (%) | 27.4% |
| Memory size | 23.6 KiB |
| Unlimited contract | |
|---|---|
| unlimited | |
| Temporary contract | 64 |
| more than 1 year | 59 |
| 1 year | 40 |
| Other values (4) | 13 |
Length
| Max length | 18 |
|---|---|
| Median length | 18 |
| Mean length | 14.16468435 |
| Min length | 1 |
Characters and Unicode
| Total characters | 30964 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Unlimited contract |
|---|---|
| 2nd row | Unlimited contract |
| 3rd row | Temporary contract |
| 4th row | Unlimited contract |
| 5th row | Unlimited contract |
Common Values
| Value | Count | Frequency (%) |
| Unlimited contract | 1159 | |
| unlimited | 851 | |
| Temporary contract | 64 | 2.1% |
| more than 1 year | 59 | 2.0% |
| 1 year | 40 | 1.3% |
| 6 months | 7 | 0.2% |
| 3 months | 4 | 0.1% |
| 0 | 1 | < 0.1% |
| less than 3 months | 1 | < 0.1% |
| (Missing) | 823 |
Length
Pie chart
| Value | Count | Frequency (%) |
| unlimited | 2010 | |
| contract | 1223 | |
| 1 | 99 | 2.7% |
| year | 99 | 2.7% |
| temporary | 64 | 1.8% |
| than | 60 | 1.6% |
| more | 59 | 1.6% |
| months | 12 | 0.3% |
| 6 | 7 | 0.2% |
| 3 | 5 | 0.1% |
| Other values (2) | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 4528 | |
| i | 4020 | |
| n | 3305 | |
| c | 2446 | |
| e | 2233 | |
| m | 2145 | |
| l | 2011 | 6.5% |
| d | 2010 | 6.5% |
| r | 1509 | 4.9% |
| 1454 | 4.7% | |
| Other values (13) | 5303 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 28175 | |
| Space Separator | 1454 | 4.7% |
| Uppercase Letter | 1223 | 3.9% |
| Decimal Number | 112 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 4528 | |
| i | 4020 | |
| n | 3305 | |
| c | 2446 | |
| e | 2233 | |
| m | 2145 | |
| l | 2011 | |
| d | 2010 | |
| r | 1509 | 5.4% |
| a | 1446 | 5.1% |
| Other values (6) | 2522 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 99 | |
| 6 | 7 | 6.2% |
| 3 | 5 | 4.5% |
| 0 | 1 | 0.9% |
Uppercase Letter
| Value | Count | Frequency (%) |
| U | 1159 | |
| T | 64 | 5.2% |
Space Separator
| Value | Count | Frequency (%) |
| 1454 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 29398 | |
| Common | 1566 | 5.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 4528 | |
| i | 4020 | |
| n | 3305 | |
| c | 2446 | |
| e | 2233 | |
| m | 2145 | |
| l | 2011 | |
| d | 2010 | |
| r | 1509 | 5.1% |
| a | 1446 | 4.9% |
| Other values (8) | 3745 |
Common
| Value | Count | Frequency (%) |
| 1454 | ||
| 1 | 99 | 6.3% |
| 6 | 7 | 0.4% |
| 3 | 5 | 0.3% |
| 0 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30964 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 4528 | |
| i | 4020 | |
| n | 3305 | |
| c | 2446 | |
| e | 2233 | |
| m | 2145 | |
| l | 2011 | 6.5% |
| d | 2010 | 6.5% |
| r | 1509 | 4.9% |
| 1454 | 4.7% | |
| Other values (13) | 5303 |
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 36 |
| Missing (%) | 1.2% |
| Memory size | 23.6 KiB |
| English | |
|---|---|
| Deutsch | |
| German | 186 |
| Russian | 78 |
| French | 8 |
| Other values (16) | 31 |
Length
| Max length | 37 |
|---|---|
| Median length | 7 |
| Mean length | 6.958964009 |
| Min length | 4 |
Characters and Unicode
| Total characters | 20689 |
|---|---|
| Distinct characters | 44 |
| Distinct categories | 7 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 10 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | English |
|---|---|
| 2nd row | English |
| 3rd row | English |
| 4th row | English |
| 5th row | English |
Common Values
| Value | Count | Frequency (%) |
| English | 2354 | |
| Deutsch | 316 | 10.5% |
| German | 186 | 6.2% |
| Russian | 78 | 2.6% |
| French | 8 | 0.3% |
| Polish | 6 | 0.2% |
| Italian | 5 | 0.2% |
| Spanish | 4 | 0.1% |
| Русский | 2 | 0.1% |
| English and German | 2 | 0.1% |
| Other values (11) | 12 | 0.4% |
| (Missing) | 36 | 1.2% |
Length
| Value | Count | Frequency (%) |
| english | 2358 | |
| deutsch | 316 | 10.6% |
| german | 188 | 6.3% |
| russian | 80 | 2.7% |
| french | 8 | 0.3% |
| polish | 6 | 0.2% |
| italian | 5 | 0.2% |
| spanish | 4 | 0.1% |
| 2 | 0.1% | |
| czech | 2 | 0.1% |
| Other values (12) | 14 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 2853 | |
| h | 2703 | |
| n | 2650 | |
| i | 2460 | |
| l | 2374 | |
| g | 2362 | |
| E | 2361 | |
| e | 519 | 2.5% |
| u | 400 | 1.9% |
| c | 331 | 1.6% |
| Other values (34) | 1676 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 17685 | |
| Uppercase Letter | 2980 | 14.4% |
| Space Separator | 10 | < 0.1% |
| Other Punctuation | 5 | < 0.1% |
| Decimal Number | 4 | < 0.1% |
| Dash Punctuation | 3 | < 0.1% |
| Math Symbol | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 2853 | |
| h | 2703 | |
| n | 2650 | |
| i | 2460 | |
| l | 2374 | |
| g | 2362 | |
| e | 519 | 2.9% |
| u | 400 | 2.3% |
| c | 331 | 1.9% |
| t | 326 | 1.8% |
| Other values (14) | 707 | 4.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 2361 | |
| D | 320 | 10.7% |
| G | 188 | 6.3% |
| R | 80 | 2.7% |
| F | 8 | 0.3% |
| P | 7 | 0.2% |
| I | 5 | 0.2% |
| S | 4 | 0.1% |
| C | 3 | 0.1% |
| Р | 2 | 0.1% |
| Other values (2) | 2 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 2 | |
| ; | 2 | |
| , | 1 |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 2 | |
| 0 | 2 |
Space Separator
| Value | Count | Frequency (%) |
| 10 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 2 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 20651 | |
| Common | 24 | 0.1% |
| Cyrillic | 14 | 0.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 2853 | |
| h | 2703 | |
| n | 2650 | |
| i | 2460 | |
| l | 2374 | |
| g | 2362 | |
| E | 2361 | |
| e | 519 | 2.5% |
| u | 400 | 1.9% |
| c | 331 | 1.6% |
| Other values (20) | 1638 |
Common
| Value | Count | Frequency (%) |
| 10 | ||
| - | 3 | 12.5% |
| 5 | 2 | 8.3% |
| 0 | 2 | 8.3% |
| / | 2 | 8.3% |
| + | 2 | 8.3% |
| ; | 2 | 8.3% |
| , | 1 | 4.2% |
Cyrillic
| Value | Count | Frequency (%) |
| с | 4 | |
| Р | 2 | |
| у | 2 | |
| к | 2 | |
| и | 2 | |
| й | 2 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20675 | |
| Cyrillic | 14 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 2853 | |
| h | 2703 | |
| n | 2650 | |
| i | 2460 | |
| l | 2374 | |
| g | 2362 | |
| E | 2361 | |
| e | 519 | 2.5% |
| u | 400 | 1.9% |
| c | 331 | 1.6% |
| Other values (28) | 1662 |
Cyrillic
| Value | Count | Frequency (%) |
| с | 4 | |
| Р | 2 | |
| у | 2 | |
| к | 2 | |
| и | 2 | |
| й | 2 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 47 |
| Missing (%) | 1.6% |
| Memory size | 23.6 KiB |
| 1000+ | |
|---|---|
| 100-1000 | |
| 101-1000 | |
| 50-100 | |
| 10-50 | |
| Other values (3) |
Length
| Max length | 8 |
|---|---|
| Median length | 6 |
| Mean length | 6.303511141 |
| Min length | 5 |
Characters and Unicode
| Total characters | 18671 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 51-100 |
|---|---|
| 2nd row | 101-1000 |
| 3rd row | 101-1000 |
| 4th row | 51-100 |
| 5th row | 101-1000 |
Common Values
| Value | Count | Frequency (%) |
| 1000+ | 1013 | |
| 100-1000 | 626 | |
| 101-1000 | 405 | 13.5% |
| 50-100 | 252 | 8.4% |
| 10-50 | 222 | 7.4% |
| 11-50 | 174 | 5.8% |
| 51-100 | 147 | 4.9% |
| up to 10 | 123 | 4.1% |
| (Missing) | 47 | 1.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1000 | 1013 | |
| 100-1000 | 626 | |
| 101-1000 | 405 | 12.6% |
| 50-100 | 252 | 7.9% |
| 10-50 | 222 | 6.9% |
| 11-50 | 174 | 5.4% |
| 51-100 | 147 | 4.6% |
| 10 | 123 | 3.8% |
| up | 123 | 3.8% |
| to | 123 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 9580 | |
| 1 | 4719 | |
| - | 1826 | 9.8% |
| + | 1013 | 5.4% |
| 5 | 795 | 4.3% |
| 246 | 1.3% | |
| u | 123 | 0.7% |
| p | 123 | 0.7% |
| t | 123 | 0.7% |
| o | 123 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 15094 | |
| Dash Punctuation | 1826 | 9.8% |
| Math Symbol | 1013 | 5.4% |
| Lowercase Letter | 492 | 2.6% |
| Space Separator | 246 | 1.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 123 | |
| p | 123 | |
| t | 123 | |
| o | 123 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 9580 | |
| 1 | 4719 | |
| 5 | 795 | 5.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1826 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1013 |
Space Separator
| Value | Count | Frequency (%) |
| 246 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 18179 | |
| Latin | 492 | 2.6% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 9580 | |
| 1 | 4719 | |
| - | 1826 | 10.0% |
| + | 1013 | 5.6% |
| 5 | 795 | 4.4% |
| 246 | 1.4% |
Latin
| Value | Count | Frequency (%) |
| u | 123 | |
| p | 123 | |
| t | 123 | |
| o | 123 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18671 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 9580 | |
| 1 | 4719 | |
| - | 1826 | 9.8% |
| + | 1013 | 5.4% |
| 5 | 795 | 4.3% |
| 246 | 1.3% | |
| u | 123 | 0.7% |
| p | 123 | 0.7% |
| t | 123 | 0.7% |
| o | 123 | 0.7% |
| Distinct | 101 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 91 |
| Missing (%) | 3.0% |
| Memory size | 23.6 KiB |
| Product | |
|---|---|
| Startup | |
| Consulting / Agency | |
| Agency | 74 |
| Bodyshop / Outsource | 30 |
| Other values (96) | 147 |
Length
| Max length | 72 |
|---|---|
| Median length | 7 |
| Mean length | 8.393420151 |
| Min length | 3 |
Characters and Unicode
| Total characters | 24492 |
|---|---|
| Distinct characters | 49 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 74 ? |
|---|---|
| Unique (%) | 2.5% |
Sample
| 1st row | Product |
|---|---|
| 2nd row | Product |
| 3rd row | Product |
| 4th row | Startup |
| 5th row | Product |
Common Values
| Value | Count | Frequency (%) |
| Product | 1830 | |
| Startup | 578 | 19.2% |
| Consulting / Agency | 259 | 8.6% |
| Agency | 74 | 2.5% |
| Bodyshop / Outsource | 30 | 1.0% |
| Bank | 11 | 0.4% |
| University | 8 | 0.3% |
| Outsource | 6 | 0.2% |
| Consulting | 5 | 0.2% |
| Corporation | 4 | 0.1% |
| Other values (91) | 113 | 3.8% |
| (Missing) | 91 | 3.0% |
Length
| Value | Count | Frequency (%) |
| product | 1832 | |
| startup | 579 | 16.3% |
| agency | 333 | 9.4% |
| 290 | 8.2% | |
| consulting | 271 | 7.6% |
| outsource | 37 | 1.0% |
| bodyshop | 30 | 0.8% |
| bank | 13 | 0.4% |
| e-commerce | 8 | 0.2% |
| university | 8 | 0.2% |
| Other values (98) | 153 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3403 | |
| u | 2808 | |
| r | 2541 | |
| o | 2304 | |
| c | 2279 | |
| d | 1888 | 7.7% |
| P | 1841 | 7.5% |
| n | 997 | 4.1% |
| a | 666 | 2.7% |
| 651 | 2.7% | |
| Other values (39) | 5114 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 20285 | |
| Uppercase Letter | 3245 | 13.2% |
| Space Separator | 651 | 2.7% |
| Other Punctuation | 293 | 1.2% |
| Dash Punctuation | 16 | 0.1% |
| Open Punctuation | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 3403 | |
| u | 2808 | |
| r | 2541 | |
| o | 2304 | |
| c | 2279 | |
| d | 1888 | |
| n | 997 | 4.9% |
| a | 666 | 3.3% |
| p | 630 | 3.1% |
| g | 623 | 3.1% |
| Other values (14) | 2146 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 1841 | |
| S | 586 | 18.1% |
| A | 339 | 10.4% |
| C | 289 | 8.9% |
| B | 50 | 1.5% |
| O | 45 | 1.4% |
| I | 20 | 0.6% |
| T | 17 | 0.5% |
| E | 14 | 0.4% |
| U | 10 | 0.3% |
| Other values (8) | 34 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 290 | |
| , | 2 | 0.7% |
| & | 1 | 0.3% |
Space Separator
| Value | Count | Frequency (%) |
| 651 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 16 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23530 | |
| Common | 962 | 3.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 3403 | |
| u | 2808 | |
| r | 2541 | |
| o | 2304 | |
| c | 2279 | |
| d | 1888 | |
| P | 1841 | |
| n | 997 | 4.2% |
| a | 666 | 2.8% |
| p | 630 | 2.7% |
| Other values (32) | 4173 |
Common
| Value | Count | Frequency (%) |
| 651 | ||
| / | 290 | |
| - | 16 | 1.7% |
| , | 2 | 0.2% |
| & | 1 | 0.1% |
| ( | 1 | 0.1% |
| ) | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 24491 | |
| Latin 1 Sup | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 3403 | |
| u | 2808 | |
| r | 2541 | |
| o | 2304 | |
| c | 2279 | |
| d | 1888 | 7.7% |
| P | 1841 | 7.5% |
| n | 997 | 4.1% |
| a | 666 | 2.7% |
| 651 | 2.7% | |
| Other values (38) | 5113 |
Latin 1 Sup
| Value | Count | Frequency (%) |
| ö | 1 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 1776 |
| Missing (%) | 59.0% |
| Memory size | 23.6 KiB |
| No | |
|---|---|
| Yes | 63 |
| i didn't but will be looking for new one because of covid | 1 |
| Laid off for a bit | 1 |
| Leads and project inquiries have slowed down | 1 |
| Other values (5) | 5 |
Length
| Max length | 86 |
|---|---|
| Median length | 2 |
| Mean length | 2.334144363 |
| Min length | 2 |
Characters and Unicode
| Total characters | 2878 |
|---|---|
| Distinct characters | 39 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 8 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | No |
|---|---|
| 2nd row | No |
| 3rd row | Yes |
| 4th row | No |
| 5th row | No |
Common Values
| Value | Count | Frequency (%) |
| No | 1162 | |
| Yes | 63 | 2.1% |
| i didn't but will be looking for new one because of covid | 1 | < 0.1% |
| Laid off for a bit | 1 | < 0.1% |
| Leads and project inquiries have slowed down | 1 | < 0.1% |
| Lost the job but for different reason | 1 | < 0.1% |
| kurzarbeitzeit for 1.5 months | 1 | < 0.1% |
| yes but found a new one with better pay / perks | 1 | < 0.1% |
| Have been a freelancer at the beginning of year | 1 | < 0.1% |
| No, but there was a salary cut at 10% for 3 months and then at 5% for further 3 months | 1 | < 0.1% |
| (Missing) | 1776 |
Length
Pie chart
| Value | Count | Frequency (%) |
| no | 1163 | |
| yes | 64 | 4.9% |
| for | 6 | 0.5% |
| a | 4 | 0.3% |
| but | 4 | 0.3% |
| at | 3 | 0.2% |
| months | 3 | 0.2% |
| the | 2 | 0.2% |
| and | 2 | 0.2% |
| of | 2 | 0.2% |
| Other values (43) | 47 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1187 | |
| N | 1163 | |
| e | 98 | 3.4% |
| s | 76 | 2.6% |
| 67 | 2.3% | |
| Y | 63 | 2.2% |
| t | 26 | 0.9% |
| n | 22 | 0.8% |
| a | 22 | 0.8% |
| r | 21 | 0.7% |
| Other values (29) | 133 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1568 | |
| Uppercase Letter | 1230 | |
| Space Separator | 67 | 2.3% |
| Decimal Number | 7 | 0.2% |
| Other Punctuation | 6 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 1187 | |
| e | 98 | 6.2% |
| s | 76 | 4.8% |
| t | 26 | 1.7% |
| n | 22 | 1.4% |
| a | 22 | 1.4% |
| r | 21 | 1.3% |
| i | 16 | 1.0% |
| f | 15 | 1.0% |
| b | 12 | 0.8% |
| Other values (15) | 73 | 4.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| % | 2 | |
| ' | 1 | |
| . | 1 | |
| , | 1 | |
| / | 1 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 1163 | |
| Y | 63 | 5.1% |
| L | 3 | 0.2% |
| H | 1 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 2 | |
| 5 | 2 | |
| 3 | 2 | |
| 0 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 67 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2798 | |
| Common | 80 | 2.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 1187 | |
| N | 1163 | |
| e | 98 | 3.5% |
| s | 76 | 2.7% |
| Y | 63 | 2.3% |
| t | 26 | 0.9% |
| n | 22 | 0.8% |
| a | 22 | 0.8% |
| r | 21 | 0.8% |
| i | 16 | 0.6% |
| Other values (19) | 104 | 3.7% |
Common
| Value | Count | Frequency (%) |
| 67 | ||
| 1 | 2 | 2.5% |
| 5 | 2 | 2.5% |
| % | 2 | 2.5% |
| 3 | 2 | 2.5% |
| ' | 1 | 1.2% |
| . | 1 | 1.2% |
| , | 1 | 1.2% |
| 0 | 1 | 1.2% |
| / | 1 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2878 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 1187 | |
| N | 1163 | |
| e | 98 | 3.4% |
| s | 76 | 2.6% |
| 67 | 2.3% | |
| Y | 63 | 2.2% |
| t | 26 | 0.9% |
| n | 22 | 0.8% |
| a | 22 | 0.8% |
| r | 21 | 0.7% |
| Other values (29) | 133 | 4.6% |
Have you been forced to have a shorter working week (Kurzarbeit)? If yes, how many hours per week
Real number (ℝ≥0)
MISSINGZEROS| Distinct | 23 |
|---|---|
| Distinct (%) | 6.2% |
| Missing | 2636 |
| Missing (%) | 87.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.96782842 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 197 |
| Zeros (%) | 6.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 30 |
| 95-th percentile | 40 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 15.27517435 |
|---|---|
| Coefficient of variation (CV) | 1.177928475 |
| Kurtosis | -1.430155043 |
| Mean | 12.96782842 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.5374225668 |
| Sum | 4837 |
| Variance | 233.3309515 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 197 | 6.5% |
| 30 | 32 | 1.1% |
| 32 | 31 | 1.0% |
| 20 | 28 | 0.9% |
| 40 | 27 | 0.9% |
| 8 | 8 | 0.3% |
| 24 | 8 | 0.3% |
| 28 | 7 | 0.2% |
| 10 | 6 | 0.2% |
| 36 | 5 | 0.2% |
| Other values (13) | 24 | 0.8% |
| (Missing) | 2636 |
| Value | Count | Frequency (%) |
| 0 | 197 | |
| 2 | 1 | < 0.1% |
| 4 | 3 | 0.1% |
| 5 | 2 | 0.1% |
| 8 | 8 | 0.3% |
| 10 | 6 | 0.2% |
| 12 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 20 | 28 | 0.9% |
| Value | Count | Frequency (%) |
| 40 | 27 | |
| 39 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 37.5 | 2 | 0.1% |
| 36 | 5 | 0.2% |
| 35 | 4 | 0.1% |
| 34 | 2 | 0.1% |
| 32 | 31 | |
| 30 | 32 | |
| 28 | 7 | 0.2% |
HIGH CARDINALITYHIGH CORRELATIONMISSING| Distinct | 59 |
|---|---|
| Distinct (%) | 12.8% |
| Missing | 2547 |
| Missing (%) | 84.6% |
| Memory size | 23.6 KiB |
| 0 | |
|---|---|
| 500 | |
| No | |
| 1000 | |
| 600 | |
| Other values (54) |
Length
| Max length | 55 |
|---|---|
| Median length | 3 |
| Mean length | 2.582251082 |
| Min length | 1 |
Characters and Unicode
| Total characters | 1193 |
|---|---|
| Distinct characters | 44 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 31 ? |
|---|---|
| Unique (%) | 6.7% |
Sample
| 1st row | 600 |
|---|---|
| 2nd row | 1000 |
| 3rd row | 200 |
| 4th row | 1100 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 161 | 5.4% |
| 500 | 47 | 1.6% |
| No | 33 | 1.1% |
| 1000 | 23 | 0.8% |
| 600 | 20 | 0.7% |
| 200 | 19 | 0.6% |
| 1500 | 19 | 0.6% |
| 300 | 18 | 0.6% |
| 700 | 14 | 0.5% |
| 400 | 12 | 0.4% |
| Other values (49) | 96 | 3.2% |
| (Missing) | 2547 |
Length
| Value | Count | Frequency (%) |
| 0 | 161 | |
| 500 | 47 | 9.7% |
| no | 40 | 8.3% |
| 1000 | 23 | 4.8% |
| 600 | 21 | 4.3% |
| 200 | 20 | 4.1% |
| 1500 | 19 | 3.9% |
| 300 | 18 | 3.7% |
| 700 | 14 | 2.9% |
| 400 | 13 | 2.7% |
| Other values (60) | 107 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 663 | |
| 5 | 96 | 8.0% |
| 1 | 77 | 6.5% |
| o | 52 | 4.4% |
| 2 | 39 | 3.3% |
| N | 33 | 2.8% |
| 6 | 29 | 2.4% |
| 4 | 25 | 2.1% |
| 3 | 22 | 1.8% |
| 22 | 1.8% | |
| Other values (34) | 135 | 11.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 992 | |
| Lowercase Letter | 136 | 11.4% |
| Uppercase Letter | 36 | 3.0% |
| Space Separator | 22 | 1.8% |
| Other Punctuation | 5 | 0.4% |
| Currency Symbol | 1 | 0.1% |
| Dash Punctuation | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 52 | |
| n | 15 | 11.0% |
| e | 14 | 10.3% |
| t | 9 | 6.6% |
| m | 8 | 5.9% |
| r | 5 | 3.7% |
| h | 4 | 2.9% |
| v | 4 | 2.9% |
| a | 4 | 2.9% |
| l | 3 | 2.2% |
| Other values (14) | 18 | 13.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 663 | |
| 5 | 96 | 9.7% |
| 1 | 77 | 7.8% |
| 2 | 39 | 3.9% |
| 6 | 29 | 2.9% |
| 4 | 25 | 2.5% |
| 3 | 22 | 2.2% |
| 7 | 21 | 2.1% |
| 8 | 16 | 1.6% |
| 9 | 4 | 0.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| % | 2 | |
| / | 1 | |
| . | 1 | |
| , | 1 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 33 | |
| I | 2 | 5.6% |
| A | 1 | 2.8% |
Currency Symbol
| Value | Count | Frequency (%) |
| € | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 22 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1021 | |
| Latin | 172 | 14.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 52 | |
| N | 33 | |
| n | 15 | 8.7% |
| e | 14 | 8.1% |
| t | 9 | 5.2% |
| m | 8 | 4.7% |
| r | 5 | 2.9% |
| h | 4 | 2.3% |
| v | 4 | 2.3% |
| a | 4 | 2.3% |
| Other values (17) | 24 |
Common
| Value | Count | Frequency (%) |
| 0 | 663 | |
| 5 | 96 | 9.4% |
| 1 | 77 | 7.5% |
| 2 | 39 | 3.8% |
| 6 | 29 | 2.8% |
| 4 | 25 | 2.4% |
| 3 | 22 | 2.2% |
| 22 | 2.2% | |
| 7 | 21 | 2.1% |
| 8 | 16 | 1.6% |
| Other values (7) | 11 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1192 | |
| Currency Symbols | 1 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 663 | |
| 5 | 96 | 8.1% |
| 1 | 77 | 6.5% |
| o | 52 | 4.4% |
| 2 | 39 | 3.3% |
| N | 33 | 2.8% |
| 6 | 29 | 2.4% |
| 4 | 25 | 2.1% |
| 3 | 22 | 1.8% |
| 22 | 1.8% | |
| Other values (33) | 134 | 11.2% |
Currency Symbols
| Value | Count | Frequency (%) |
| € | 1 |
| Distinct | 991 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2018 |
| Missing (%) | 67.1% |
| Memory size | 23.6 KiB |
| 02.12.2019 17:50:19 | 1 |
|---|---|
| 02.12.2019 15:44:44 | 1 |
| 04.12.2019 21:53:33 | 1 |
| 02.12.2019 11:32:59 | 1 |
| 02.12.2019 11:49:02 | 1 |
| Other values (986) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 18829 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 3 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 991 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 02.12.2019 11:18:26 |
|---|---|
| 2nd row | 02.12.2019 11:18:35 |
| 3rd row | 02.12.2019 11:18:56 |
| 4th row | 02.12.2019 11:19:08 |
| 5th row | 02.12.2019 11:19:37 |
Common Values
| Value | Count | Frequency (%) |
| 02.12.2019 17:50:19 | 1 | < 0.1% |
| 02.12.2019 15:44:44 | 1 | < 0.1% |
| 04.12.2019 21:53:33 | 1 | < 0.1% |
| 02.12.2019 11:32:59 | 1 | < 0.1% |
| 02.12.2019 11:49:02 | 1 | < 0.1% |
| 02.12.2019 19:48:29 | 1 | < 0.1% |
| 03.12.2019 12:03:11 | 1 | < 0.1% |
| 06.12.2019 14:18:14 | 1 | < 0.1% |
| 06.12.2019 10:19:22 | 1 | < 0.1% |
| 10.12.2019 17:42:56 | 1 | < 0.1% |
| Other values (981) | 981 | |
| (Missing) | 2018 |
Length
| Value | Count | Frequency (%) |
| 02.12.2019 | 266 | 13.4% |
| 04.12.2019 | 126 | 6.4% |
| 03.12.2019 | 119 | 6.0% |
| 05.12.2019 | 98 | 4.9% |
| 10.12.2019 | 67 | 3.4% |
| 11.12.2019 | 47 | 2.4% |
| 20.12.2019 | 45 | 2.3% |
| 06.12.2019 | 40 | 2.0% |
| 09.12.2019 | 20 | 1.0% |
| 08.12.2019 | 17 | 0.9% |
| Other values (1012) | 1137 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3585 | |
| 2 | 3190 | |
| 0 | 2658 | |
| . | 1982 | |
| : | 1982 | |
| 9 | 1293 | 6.9% |
| 991 | 5.3% | |
| 3 | 779 | 4.1% |
| 5 | 741 | 3.9% |
| 4 | 728 | 3.9% |
| Other values (3) | 900 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13874 | |
| Other Punctuation | 3964 | 21.1% |
| Space Separator | 991 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3585 | |
| 2 | 3190 | |
| 0 | 2658 | |
| 9 | 1293 | 9.3% |
| 3 | 779 | 5.6% |
| 5 | 741 | 5.3% |
| 4 | 728 | 5.2% |
| 6 | 338 | 2.4% |
| 8 | 285 | 2.1% |
| 7 | 277 | 2.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 1982 | |
| : | 1982 |
Space Separator
| Value | Count | Frequency (%) |
| 991 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 18829 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 3585 | |
| 2 | 3190 | |
| 0 | 2658 | |
| . | 1982 | |
| : | 1982 | |
| 9 | 1293 | 6.9% |
| 991 | 5.3% | |
| 3 | 779 | 4.1% |
| 5 | 741 | 3.9% |
| 4 | 728 | 3.9% |
| Other values (3) | 900 | 4.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18829 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 3585 | |
| 2 | 3190 | |
| 0 | 2658 | |
| . | 1982 | |
| : | 1982 | |
| 9 | 1293 | 6.9% |
| 991 | 5.3% | |
| 3 | 779 | 4.1% |
| 5 | 741 | 3.9% |
| 4 | 728 | 3.9% |
| Other values (3) | 900 | 4.8% |
| Distinct | 51 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 2019 |
| Missing (%) | 67.1% |
| Memory size | 23.6 KiB |
| Backend Developer | |
|---|---|
| Data Scientist | |
| Fullstack Developer | |
| Frontend Developer | |
| Manager | |
| Other values (46) |
Length
| Max length | 29 |
|---|---|
| Median length | 17 |
| Mean length | 14.51111111 |
| Min length | 2 |
Characters and Unicode
| Total characters | 14366 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 2.2% |
Sample
| 1st row | Fullstack Developer |
|---|---|
| 2nd row | Backend Developer |
| 3rd row | Mobile Developer |
| 4th row | Backend Developer |
| 5th row | Embedded Developer |
Common Values
| Value | Count | Frequency (%) |
| Backend Developer | 253 | 8.4% |
| Data Scientist | 122 | 4.1% |
| Fullstack Developer | 78 | 2.6% |
| Frontend Developer | 68 | 2.3% |
| Manager | 63 | 2.1% |
| QA | 56 | 1.9% |
| DevOps | 53 | 1.8% |
| Mobile Developer | 46 | 1.5% |
| Data Engineer | 39 | 1.3% |
| Software Architect | 36 | 1.2% |
| Other values (41) | 176 | 5.8% |
| (Missing) | 2019 |
Length
| Value | Count | Frequency (%) |
| developer | 467 | |
| backend | 254 | |
| data | 162 | 8.8% |
| scientist | 122 | 6.7% |
| engineer | 92 | 5.0% |
| fullstack | 78 | 4.3% |
| manager | 74 | 4.0% |
| frontend | 68 | 3.7% |
| qa | 56 | 3.1% |
| devops | 54 | 2.9% |
| Other values (53) | 407 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2483 | |
| a | 994 | 6.9% |
| n | 946 | 6.6% |
| r | 895 | 6.2% |
| 846 | 5.9% | |
| t | 768 | 5.3% |
| l | 715 | 5.0% |
| D | 695 | 4.8% |
| o | 682 | 4.7% |
| c | 594 | 4.1% |
| Other values (40) | 4748 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11435 | |
| Uppercase Letter | 2043 | 14.2% |
| Space Separator | 846 | 5.9% |
| Open Punctuation | 14 | 0.1% |
| Close Punctuation | 14 | 0.1% |
| Other Punctuation | 13 | 0.1% |
| Decimal Number | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2483 | |
| a | 994 | |
| n | 946 | 8.3% |
| r | 895 | 7.8% |
| t | 768 | 6.7% |
| l | 715 | 6.3% |
| o | 682 | 6.0% |
| c | 594 | 5.2% |
| i | 536 | 4.7% |
| p | 535 | 4.7% |
| Other values (13) | 2287 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 695 | |
| B | 274 | 13.4% |
| S | 203 | 9.9% |
| M | 155 | 7.6% |
| F | 153 | 7.5% |
| A | 133 | 6.5% |
| E | 125 | 6.1% |
| O | 75 | 3.7% |
| Q | 56 | 2.7% |
| L | 40 | 2.0% |
| Other values (10) | 134 | 6.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 11 | |
| / | 1 | 7.7% |
| & | 1 | 7.7% |
Space Separator
| Value | Count | Frequency (%) |
| 846 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 14 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 14 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13478 | |
| Common | 888 | 6.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 2483 | |
| a | 994 | 7.4% |
| n | 946 | 7.0% |
| r | 895 | 6.6% |
| t | 768 | 5.7% |
| l | 715 | 5.3% |
| D | 695 | 5.2% |
| o | 682 | 5.1% |
| c | 594 | 4.4% |
| i | 536 | 4.0% |
| Other values (33) | 4170 |
Common
| Value | Count | Frequency (%) |
| 846 | ||
| ( | 14 | 1.6% |
| ) | 14 | 1.6% |
| , | 11 | 1.2% |
| / | 1 | 0.1% |
| 3 | 1 | 0.1% |
| & | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14366 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 2483 | |
| a | 994 | 6.9% |
| n | 946 | 6.6% |
| r | 895 | 6.2% |
| 846 | 5.9% | |
| t | 768 | 5.3% |
| l | 715 | 5.0% |
| D | 695 | 4.8% |
| o | 682 | 4.7% |
| c | 594 | 4.1% |
| Other values (40) | 4748 |
| Distinct | 33 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 1286 |
| Missing (%) | 42.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.537724898 |
| Minimum | 0 |
|---|---|
| Maximum | 38 |
| Zeros | 9 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 8 |
| Q3 | 11 |
| 95-th percentile | 18 |
| Maximum | 38 |
| Range | 38 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.906947591 |
|---|---|
| Coefficient of variation (CV) | 0.5747371401 |
| Kurtosis | 1.436354784 |
| Mean | 8.537724898 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.8812288078 |
| Sum | 14710.5 |
| Variance | 24.07813466 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 213 | 7.1% |
| 5 | 164 | 5.5% |
| 8 | 148 | 4.9% |
| 7 | 135 | 4.5% |
| 6 | 123 | 4.1% |
| 3 | 108 | 3.6% |
| 4 | 103 | 3.4% |
| 12 | 97 | 3.2% |
| 9 | 91 | 3.0% |
| 15 | 90 | 3.0% |
| Other values (23) | 451 | 15.0% |
| (Missing) | 1286 |
| Value | Count | Frequency (%) |
| 0 | 9 | 0.3% |
| 0.5 | 2 | 0.1% |
| 1 | 62 | 2.1% |
| 1.5 | 2 | 0.1% |
| 2 | 72 | |
| 2.5 | 5 | 0.2% |
| 3 | 108 | |
| 4 | 103 | |
| 4.5 | 1 | < 0.1% |
| 5 | 164 |
| Value | Count | Frequency (%) |
| 38 | 1 | < 0.1% |
| 30 | 3 | 0.1% |
| 28 | 2 | 0.1% |
| 25 | 8 | 0.3% |
| 24 | 1 | < 0.1% |
| 22 | 4 | 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 36 | |
| 19 | 11 | 0.4% |
| 18 | 28 |
Yearly brutto salary (without bonus and stocks)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 173 |
|---|---|
| Distinct (%) | 17.5% |
| Missing | 2019 |
| Missing (%) | 67.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72562.21212 |
| Minimum | 6000 |
|---|---|
| Maximum | 216000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 6000 |
|---|---|
| 5-th percentile | 42000 |
| Q1 | 60000 |
| median | 70000 |
| Q3 | 80000 |
| 95-th percentile | 118650 |
| Maximum | 216000 |
| Range | 210000 |
| Interquartile range (IQR) | 20000 |
Descriptive statistics
| Standard deviation | 23947.37918 |
|---|---|
| Coefficient of variation (CV) | 0.3300254841 |
| Kurtosis | 5.61555162 |
| Mean | 72562.21212 |
| Median Absolute Deviation (MAD) | 10000 |
| Skewness | 1.534901428 |
| Sum | 71836590 |
| Variance | 573476969.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70000 | 63 | 2.1% |
| 65000 | 59 | 2.0% |
| 60000 | 53 | 1.8% |
| 75000 | 53 | 1.8% |
| 80000 | 37 | 1.2% |
| 55000 | 33 | 1.1% |
| 72000 | 27 | 0.9% |
| 68000 | 25 | 0.8% |
| 62000 | 24 | 0.8% |
| 90000 | 22 | 0.7% |
| Other values (163) | 594 | 19.7% |
| (Missing) | 2019 |
| Value | Count | Frequency (%) |
| 6000 | 1 | |
| 13200 | 1 | |
| 14000 | 1 | |
| 14400 | 1 | |
| 15600 | 1 | |
| 20000 | 1 | |
| 21600 | 2 | |
| 22000 | 1 | |
| 23500 | 1 | |
| 24000 | 2 |
| Value | Count | Frequency (%) |
| 216000 | 1 | < 0.1% |
| 210000 | 2 | |
| 200000 | 1 | < 0.1% |
| 190000 | 1 | < 0.1% |
| 175000 | 1 | < 0.1% |
| 170000 | 1 | < 0.1% |
| 160000 | 3 | |
| 155000 | 1 | < 0.1% |
| 150000 | 4 | |
| 140000 | 2 |
Yearly bonus
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 91 |
|---|---|
| Distinct (%) | 17.2% |
| Missing | 2479 |
| Missing (%) | 82.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7857.169811 |
| Minimum | 0 |
|---|---|
| Maximum | 80000 |
| Zeros | 123 |
| Zeros (%) | 4.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 300 |
| median | 5000 |
| Q3 | 10000 |
| 95-th percentile | 25000 |
| Maximum | 80000 |
| Range | 80000 |
| Interquartile range (IQR) | 9700 |
Descriptive statistics
| Standard deviation | 10320.62834 |
|---|---|
| Coefficient of variation (CV) | 1.31353001 |
| Kurtosis | 12.85681305 |
| Mean | 7857.169811 |
| Median Absolute Deviation (MAD) | 5000 |
| Skewness | 2.975022003 |
| Sum | 4164300 |
| Variance | 106515369.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 123 | 4.1% |
| 5000 | 56 | 1.9% |
| 3000 | 30 | 1.0% |
| 10000 | 26 | 0.9% |
| 6000 | 20 | 0.7% |
| 7000 | 17 | 0.6% |
| 12000 | 16 | 0.5% |
| 25000 | 16 | 0.5% |
| 4000 | 15 | 0.5% |
| 20000 | 14 | 0.5% |
| Other values (81) | 197 | 6.5% |
| (Missing) | 2479 |
| Value | Count | Frequency (%) |
| 0 | 123 | |
| 1 | 5 | 0.2% |
| 10 | 2 | 0.1% |
| 23 | 1 | < 0.1% |
| 200 | 1 | < 0.1% |
| 300 | 4 | 0.1% |
| 600 | 1 | < 0.1% |
| 800 | 1 | < 0.1% |
| 1000 | 6 | 0.2% |
| 1200 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 80000 | 2 | |
| 60000 | 1 | < 0.1% |
| 55000 | 3 | |
| 48000 | 1 | < 0.1% |
| 47000 | 1 | < 0.1% |
| 46000 | 1 | < 0.1% |
| 45000 | 1 | < 0.1% |
| 43000 | 1 | < 0.1% |
| 37000 | 1 | < 0.1% |
| 36000 | 3 |
Yearly stocks
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 61 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 2806 |
| Missing (%) | 93.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18263.1198 |
| Minimum | 0 |
|---|---|
| Maximum | 750000 |
| Zeros | 31 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 2000 |
| Q3 | 20000 |
| 95-th percentile | 71300 |
| Maximum | 750000 |
| Range | 750000 |
| Interquartile range (IQR) | 19999 |
Descriptive statistics
| Standard deviation | 61012.38777 |
|---|---|
| Coefficient of variation (CV) | 3.340742898 |
| Kurtosis | 107.0964767 |
| Mean | 18263.1198 |
| Median Absolute Deviation (MAD) | 2000 |
| Skewness | 9.526380439 |
| Sum | 3707413.32 |
| Variance | 3722511462 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 43 | 1.4% |
| 0 | 31 | 1.0% |
| 10000 | 8 | 0.3% |
| 2000 | 8 | 0.3% |
| 25000 | 7 | 0.2% |
| 50000 | 6 | 0.2% |
| 5000 | 6 | 0.2% |
| 3000 | 6 | 0.2% |
| 30000 | 5 | 0.2% |
| 20000 | 5 | 0.2% |
| Other values (51) | 78 | 2.6% |
| (Missing) | 2806 |
| Value | Count | Frequency (%) |
| 0 | 31 | |
| 0.01 | 2 | 0.1% |
| 0.1 | 3 | 0.1% |
| 1 | 43 | |
| 5 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 125 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 750000 | 1 | |
| 350000 | 1 | |
| 140000 | 1 | |
| 117000 | 1 | |
| 100000 | 1 | |
| 90000 | 1 | |
| 84000 | 1 | |
| 80000 | 1 | |
| 75000 | 1 | |
| 72000 | 2 |
Yearly brutto salary (without bonus and stocks) one year ago. Only answer if staying in same country
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 128 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 2406 |
| Missing (%) | 80.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65803.89552 |
| Minimum | 0 |
|---|---|
| Maximum | 200000 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 38100 |
| Q1 | 55000 |
| median | 65000 |
| Q3 | 75000 |
| 95-th percentile | 99900 |
| Maximum | 200000 |
| Range | 200000 |
| Interquartile range (IQR) | 20000 |
Descriptive statistics
| Standard deviation | 20554.01761 |
|---|---|
| Coefficient of variation (CV) | 0.3123525963 |
| Kurtosis | 5.331724798 |
| Mean | 65803.89552 |
| Median Absolute Deviation (MAD) | 10000 |
| Skewness | 1.032919331 |
| Sum | 39679749 |
| Variance | 422467640.1 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60000 | 49 | 1.6% |
| 65000 | 38 | 1.3% |
| 55000 | 38 | 1.3% |
| 75000 | 33 | 1.1% |
| 70000 | 32 | 1.1% |
| 66000 | 17 | 0.6% |
| 80000 | 15 | 0.5% |
| 50000 | 14 | 0.5% |
| 52000 | 14 | 0.5% |
| 72000 | 13 | 0.4% |
| Other values (118) | 340 | 11.3% |
| (Missing) | 2406 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 58 | 1 | |
| 7200 | 1 | |
| 9000 | 1 | |
| 10000 | 1 | |
| 17000 | 1 | |
| 19600 | 1 | |
| 20000 | 2 | |
| 22730 | 1 |
| Value | Count | Frequency (%) |
| 200000 | 1 | < 0.1% |
| 160000 | 2 | 0.1% |
| 146000 | 1 | < 0.1% |
| 144000 | 1 | < 0.1% |
| 130000 | 2 | 0.1% |
| 127000 | 1 | < 0.1% |
| 120000 | 2 | 0.1% |
| 117000 | 1 | < 0.1% |
| 115000 | 5 | |
| 114000 | 1 | < 0.1% |
Yearly bonus one year ago. Only answer if staying in same country
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 64 |
|---|---|
| Distinct (%) | 24.9% |
| Missing | 2752 |
| Missing (%) | 91.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8144 |
| Minimum | 0 |
|---|---|
| Maximum | 150000 |
| Zeros | 23 |
| Zeros (%) | 0.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1000 |
| median | 5000 |
| Q3 | 9000 |
| 95-th percentile | 26000 |
| Maximum | 150000 |
| Range | 150000 |
| Interquartile range (IQR) | 8000 |
Descriptive statistics
| Standard deviation | 15067.8767 |
|---|---|
| Coefficient of variation (CV) | 1.850181324 |
| Kurtosis | 43.01728724 |
| Mean | 8144 |
| Median Absolute Deviation (MAD) | 4000 |
| Skewness | 5.754762713 |
| Sum | 2093008 |
| Variance | 227040908.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5000 | 27 | 0.9% |
| 1 | 26 | 0.9% |
| 0 | 23 | 0.8% |
| 3000 | 17 | 0.6% |
| 10000 | 17 | 0.6% |
| 8000 | 12 | 0.4% |
| 6000 | 12 | 0.4% |
| 4000 | 10 | 0.3% |
| 12000 | 9 | 0.3% |
| 7000 | 9 | 0.3% |
| Other values (54) | 95 | 3.2% |
| (Missing) | 2752 |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 26 | |
| 16 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 200 | 1 | < 0.1% |
| 300 | 2 | 0.1% |
| 500 | 4 | 0.1% |
| 800 | 1 | < 0.1% |
| 900 | 1 | < 0.1% |
| 1000 | 5 | 0.2% |
| Value | Count | Frequency (%) |
| 150000 | 1 | < 0.1% |
| 118000 | 1 | < 0.1% |
| 73000 | 1 | < 0.1% |
| 60000 | 1 | < 0.1% |
| 59000 | 1 | < 0.1% |
| 50000 | 2 | |
| 45000 | 1 | < 0.1% |
| 43500 | 1 | < 0.1% |
| 35000 | 1 | < 0.1% |
| 30000 | 3 |
Yearly stocks one year ago. Only answer if staying in same country
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGZEROS| Distinct | 31 |
|---|---|
| Distinct (%) | 22.3% |
| Missing | 2870 |
| Missing (%) | 95.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8204.476331 |
| Minimum | 0 |
|---|---|
| Maximum | 520000 |
| Zeros | 68 |
| Zeros (%) | 2.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.1 |
| Q3 | 3000 |
| 95-th percentile | 20500 |
| Maximum | 520000 |
| Range | 520000 |
| Interquartile range (IQR) | 3000 |
Descriptive statistics
| Standard deviation | 45224.39737 |
|---|---|
| Coefficient of variation (CV) | 5.512161356 |
| Kurtosis | 121.1445566 |
| Mean | 8204.476331 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 10.70644724 |
| Sum | 1140422.21 |
| Variance | 2045246118 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 68 | 2.3% |
| 1 | 19 | 0.6% |
| 10000 | 8 | 0.3% |
| 15000 | 5 | 0.2% |
| 3000 | 4 | 0.1% |
| 20000 | 4 | 0.1% |
| 5000 | 4 | 0.1% |
| 2000 | 2 | 0.1% |
| 50000 | 2 | 0.1% |
| 0.1 | 2 | 0.1% |
| Other values (21) | 21 | 0.7% |
| (Missing) | 2870 |
| Value | Count | Frequency (%) |
| 0 | 68 | |
| 0.01 | 1 | < 0.1% |
| 0.1 | 2 | 0.1% |
| 1 | 19 | 0.6% |
| 5 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 100 | 1 | < 0.1% |
| 350 | 1 | < 0.1% |
| 360 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 520000 | 1 | < 0.1% |
| 80000 | 1 | < 0.1% |
| 60000 | 1 | < 0.1% |
| 50000 | 2 | 0.1% |
| 37000 | 1 | < 0.1% |
| 25000 | 1 | < 0.1% |
| 20000 | 4 | |
| 18240 | 1 | < 0.1% |
| 15000 | 5 | |
| 12000 | 1 | < 0.1% |
| Distinct | 21 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 2370 |
| Missing (%) | 78.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.462050078 |
| Minimum | 0 |
|---|---|
| Maximum | 365 |
| Zeros | 101 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 20 |
| Maximum | 365 |
| Range | 365 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 15.38460138 |
|---|---|
| Coefficient of variation (CV) | 2.380761708 |
| Kurtosis | 463.7945219 |
| Mean | 6.462050078 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 19.97055126 |
| Sum | 4129.25 |
| Variance | 236.6859596 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 162 | 5.4% |
| 0 | 101 | 3.4% |
| 5 | 101 | 3.4% |
| 20 | 65 | 2.2% |
| 2 | 47 | 1.6% |
| 10 | 34 | 1.1% |
| 8 | 30 | 1.0% |
| 1 | 26 | 0.9% |
| 3 | 23 | 0.8% |
| 15 | 16 | 0.5% |
| Other values (11) | 34 | 1.1% |
| (Missing) | 2370 |
| Value | Count | Frequency (%) |
| 0 | 101 | |
| 0.25 | 1 | < 0.1% |
| 1 | 26 | 0.9% |
| 2 | 47 | 1.6% |
| 3 | 23 | 0.8% |
| 4 | 162 | |
| 5 | 101 | |
| 6 | 12 | 0.4% |
| 7 | 10 | 0.3% |
| 8 | 30 | 1.0% |
| Value | Count | Frequency (%) |
| 365 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 20 | 65 | |
| 16 | 1 | < 0.1% |
| 15 | 16 | 0.5% |
| 14 | 1 | < 0.1% |
| 12 | 2 | 0.1% |
| 10 | 34 |
| Distinct | 220 |
|---|---|
| Distinct (%) | 85.6% |
| Missing | 2752 |
| Missing (%) | 91.5% |
| Memory size | 23.6 KiB |
| Zalando | 7 |
|---|---|
| Auto1 | 5 |
| Booking.com | 4 |
| Sixt | 3 |
| ING | 3 |
| Other values (215) |
Length
| Max length | 46 |
|---|---|
| Median length | 7 |
| Mean length | 9.311284047 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2393 |
|---|---|
| Distinct characters | 71 |
| Distinct categories | 6 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 197 ? |
|---|---|
| Unique (%) | 76.7% |
Sample
| 1st row | Auto1 |
|---|---|
| 2nd row | Luxoft |
| 3rd row | Zalando |
| 4th row | Bonial International GmbH |
| 5th row | Football app |
Common Values
| Value | Count | Frequency (%) |
| Zalando | 7 | 0.2% |
| Auto1 | 5 | 0.2% |
| Booking.com | 4 | 0.1% |
| Sixt | 3 | 0.1% |
| ING | 3 | 0.1% |
| Luxoft | 3 | 0.1% |
| SAP | 3 | 0.1% |
| Ingenico | 2 | 0.1% |
| Yandex | 2 | 0.1% |
| Here | 2 | 0.1% |
| Other values (210) | 223 | 7.4% |
| (Missing) | 2752 |
Length
| Value | Count | Frequency (%) |
| gmbh | 22 | 6.2% |
| auto1 | 9 | 2.5% |
| zalando | 7 | 2.0% |
| group | 7 | 2.0% |
| booking.com | 4 | 1.1% |
| check24 | 4 | 1.1% |
| ing | 4 | 1.1% |
| ag | 4 | 1.1% |
| digital | 3 | 0.8% |
| scout24 | 3 | 0.8% |
| Other values (246) | 287 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 196 | 8.2% |
| o | 163 | 6.8% |
| a | 155 | 6.5% |
| n | 140 | 5.9% |
| t | 135 | 5.6% |
| i | 128 | 5.3% |
| r | 121 | 5.1% |
| 115 | 4.8% | |
| s | 89 | 3.7% |
| l | 88 | 3.7% |
| Other values (61) | 1063 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1747 | |
| Uppercase Letter | 476 | 19.9% |
| Space Separator | 115 | 4.8% |
| Decimal Number | 34 | 1.4% |
| Other Punctuation | 15 | 0.6% |
| Dash Punctuation | 6 | 0.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 46 | 9.7% |
| S | 46 | 9.7% |
| G | 43 | 9.0% |
| H | 32 | 6.7% |
| I | 29 | 6.1% |
| T | 28 | 5.9% |
| E | 24 | 5.0% |
| C | 23 | 4.8% |
| B | 21 | 4.4% |
| D | 21 | 4.4% |
| Other values (20) | 163 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 196 | |
| o | 163 | 9.3% |
| a | 155 | 8.9% |
| n | 140 | 8.0% |
| t | 135 | 7.7% |
| i | 128 | 7.3% |
| r | 121 | 6.9% |
| s | 89 | 5.1% |
| l | 88 | 5.0% |
| c | 73 | 4.2% |
| Other values (20) | 459 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 16 | |
| 2 | 7 | |
| 4 | 7 | |
| 3 | 2 | 5.9% |
| 6 | 1 | 2.9% |
| 0 | 1 | 2.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 9 | |
| & | 4 | |
| / | 2 | 13.3% |
Space Separator
| Value | Count | Frequency (%) |
| 115 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2213 | |
| Common | 170 | 7.1% |
| Cyrillic | 10 | 0.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 196 | 8.9% |
| o | 163 | 7.4% |
| a | 155 | 7.0% |
| n | 140 | 6.3% |
| t | 135 | 6.1% |
| i | 128 | 5.8% |
| r | 121 | 5.5% |
| s | 89 | 4.0% |
| l | 88 | 4.0% |
| c | 73 | 3.3% |
| Other values (41) | 925 |
Common
| Value | Count | Frequency (%) |
| 115 | ||
| 1 | 16 | 9.4% |
| . | 9 | 5.3% |
| 2 | 7 | 4.1% |
| 4 | 7 | 4.1% |
| - | 6 | 3.5% |
| & | 4 | 2.4% |
| / | 2 | 1.2% |
| 3 | 2 | 1.2% |
| 6 | 1 | 0.6% |
Cyrillic
| Value | Count | Frequency (%) |
| ф | 2 | |
| Я | 1 | |
| д | 1 | |
| т | 1 | |
| в | 1 | |
| щ | 1 | |
| С | 1 | |
| П | 1 | |
| Ш | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2382 | |
| Cyrillic | 10 | 0.4% |
| Latin 1 Sup | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 196 | 8.2% |
| o | 163 | 6.8% |
| a | 155 | 6.5% |
| n | 140 | 5.9% |
| t | 135 | 5.7% |
| i | 128 | 5.4% |
| r | 121 | 5.1% |
| 115 | 4.8% | |
| s | 89 | 3.7% |
| l | 88 | 3.7% |
| Other values (51) | 1052 |
Cyrillic
| Value | Count | Frequency (%) |
| ф | 2 | |
| Я | 1 | |
| д | 1 | |
| т | 1 | |
| в | 1 | |
| щ | 1 | |
| С | 1 | |
| П | 1 | |
| Ш | 1 |
Latin 1 Sup
| Value | Count | Frequency (%) |
| ó | 1 |
| Distinct | 52 |
|---|---|
| Distinct (%) | 6.1% |
| Missing | 2163 |
| Missing (%) | 71.9% |
| Memory size | 23.6 KiB |
| Сommerce | |
|---|---|
| Finance / Insurance | |
| Transport | |
| Manufacture | |
| IT | |
| Other values (47) |
Length
| Max length | 23 |
|---|---|
| Median length | 9 |
| Mean length | 10.88179669 |
| Min length | 2 |
Characters and Unicode
| Total characters | 9206 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 5 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 2.2% |
Sample
| 1st row | Tourism |
|---|---|
| 2nd row | Scientific Activities |
| 3rd row | Transport |
| 4th row | Automotive |
| 5th row | Сommerce |
Common Values
| Value | Count | Frequency (%) |
| Сommerce | 205 | 6.8% |
| Finance / Insurance | 163 | 5.4% |
| Transport | 86 | 2.9% |
| Manufacture | 53 | 1.8% |
| IT | 44 | 1.5% |
| Health | 37 | 1.2% |
| Tourism | 36 | 1.2% |
| Software Development | 30 | 1.0% |
| Scientific Activities | 24 | 0.8% |
| Telecom | 19 | 0.6% |
| Other values (42) | 149 | 5.0% |
| (Missing) | 2163 |
Length
| Value | Count | Frequency (%) |
| сommerce | 205 | |
| 163 | ||
| insurance | 163 | |
| finance | 163 | |
| transport | 86 | 6.9% |
| manufacture | 53 | 4.2% |
| it | 44 | 3.5% |
| health | 37 | 3.0% |
| tourism | 36 | 2.9% |
| software | 31 | 2.5% |
| Other values (54) | 268 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1144 | |
| n | 950 | 10.3% |
| r | 719 | 7.8% |
| c | 712 | 7.7% |
| a | 683 | 7.4% |
| m | 528 | 5.7% |
| o | 489 | 5.3% |
| i | 473 | 5.1% |
| t | 455 | 4.9% |
| 405 | 4.4% | |
| Other values (35) | 2648 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 7490 | |
| Uppercase Letter | 1145 | 12.4% |
| Space Separator | 405 | 4.4% |
| Other Punctuation | 164 | 1.8% |
| Dash Punctuation | 2 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1144 | |
| n | 950 | |
| r | 719 | |
| c | 712 | |
| a | 683 | |
| m | 528 | |
| o | 489 | |
| i | 473 | |
| t | 455 | 6.1% |
| s | 363 | 4.8% |
| Other values (12) | 974 |
Uppercase Letter
| Value | Count | Frequency (%) |
| С | 213 | |
| I | 213 | |
| T | 193 | |
| F | 168 | |
| M | 72 | 6.3% |
| S | 64 | 5.6% |
| A | 52 | 4.5% |
| H | 42 | 3.7% |
| D | 37 | 3.2% |
| E | 30 | 2.6% |
| Other values (9) | 61 | 5.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 163 | |
| , | 1 | 0.6% |
Space Separator
| Value | Count | Frequency (%) |
| 405 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8422 | |
| Common | 571 | 6.2% |
| Cyrillic | 213 | 2.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1144 | |
| n | 950 | |
| r | 719 | 8.5% |
| c | 712 | 8.5% |
| a | 683 | 8.1% |
| m | 528 | 6.3% |
| o | 489 | 5.8% |
| i | 473 | 5.6% |
| t | 455 | 5.4% |
| s | 363 | 4.3% |
| Other values (30) | 1906 |
Common
| Value | Count | Frequency (%) |
| 405 | ||
| / | 163 | |
| - | 2 | 0.4% |
| , | 1 | 0.2% |
Cyrillic
| Value | Count | Frequency (%) |
| С | 213 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8993 | |
| Cyrillic | 213 | 2.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1144 | |
| n | 950 | 10.6% |
| r | 719 | 8.0% |
| c | 712 | 7.9% |
| a | 683 | 7.6% |
| m | 528 | 5.9% |
| o | 489 | 5.4% |
| i | 473 | 5.3% |
| t | 455 | 5.1% |
| 405 | 4.5% | |
| Other values (34) | 2435 |
Cyrillic
| Value | Count | Frequency (%) |
| С | 213 |
| Distinct | 397 |
|---|---|
| Distinct (%) | 53.9% |
| Missing | 2272 |
| Missing (%) | 75.5% |
| Memory size | 23.6 KiB |
| Java Developer | 34 |
|---|---|
| Software Engineer | 29 |
| Senior Software Engineer | 16 |
| QA | 15 |
| Software Developer | 13 |
| Other values (392) |
Length
| Max length | 48 |
|---|---|
| Median length | 16 |
| Mean length | 16.01899593 |
| Min length | 2 |
Characters and Unicode
| Total characters | 11806 |
|---|---|
| Distinct characters | 79 |
| Distinct categories | 9 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 298 ? |
|---|---|
| Unique (%) | 40.4% |
Sample
| 1st row | QA Ingenieur |
|---|---|
| 2nd row | Senior PHP Magento developer |
| 3rd row | Software Engineer |
| 4th row | Senior Frontend Developer |
| 5th row | UX Designer |
Common Values
| Value | Count | Frequency (%) |
| Java Developer | 34 | 1.1% |
| Software Engineer | 29 | 1.0% |
| Senior Software Engineer | 16 | 0.5% |
| QA | 15 | 0.5% |
| Software Developer | 13 | 0.4% |
| Frontend Developer | 13 | 0.4% |
| iOS Developer | 12 | 0.4% |
| Data Scientist | 11 | 0.4% |
| DevOps | 11 | 0.4% |
| Android Developer | 8 | 0.3% |
| Other values (387) | 575 | 19.1% |
| (Missing) | 2272 |
Length
| Value | Count | Frequency (%) |
| developer | 302 | |
| engineer | 157 | 9.7% |
| software | 124 | 7.7% |
| senior | 96 | 5.9% |
| java | 66 | 4.1% |
| qa | 43 | 2.7% |
| data | 35 | 2.2% |
| c | 33 | 2.0% |
| devops | 32 | 2.0% |
| manager | 32 | 2.0% |
| Other values (200) | 696 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1946 | |
| r | 960 | 8.1% |
| 944 | 8.0% | |
| n | 771 | 6.5% |
| o | 733 | 6.2% |
| a | 667 | 5.6% |
| t | 529 | 4.5% |
| i | 528 | 4.5% |
| l | 449 | 3.8% |
| v | 433 | 3.7% |
| Other values (69) | 3846 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9033 | |
| Uppercase Letter | 1684 | 14.3% |
| Space Separator | 944 | 8.0% |
| Other Punctuation | 60 | 0.5% |
| Math Symbol | 40 | 0.3% |
| Open Punctuation | 14 | 0.1% |
| Close Punctuation | 14 | 0.1% |
| Dash Punctuation | 11 | 0.1% |
| Decimal Number | 6 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1946 | |
| r | 960 | |
| n | 771 | 8.5% |
| o | 733 | 8.1% |
| a | 667 | 7.4% |
| t | 529 | 5.9% |
| i | 528 | 5.8% |
| l | 449 | 5.0% |
| v | 433 | 4.8% |
| p | 383 | 4.2% |
| Other values (30) | 1634 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 334 | |
| D | 315 | |
| E | 179 | |
| A | 114 | 6.8% |
| P | 108 | 6.4% |
| J | 82 | 4.9% |
| T | 68 | 4.0% |
| O | 63 | 3.7% |
| C | 61 | 3.6% |
| F | 60 | 3.6% |
| Other values (14) | 300 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 26 | |
| / | 17 | |
| # | 14 | |
| & | 1 | 1.7% |
| \ | 1 | 1.7% |
| , | 1 | 1.7% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 2 | |
| 3 | 2 | |
| 1 | 1 | |
| 0 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 944 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 11 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 14 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 14 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 40 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 10696 | |
| Common | 1089 | 9.2% |
| Cyrillic | 21 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1946 | |
| r | 960 | 9.0% |
| n | 771 | 7.2% |
| o | 733 | 6.9% |
| a | 667 | 6.2% |
| t | 529 | 4.9% |
| i | 528 | 4.9% |
| l | 449 | 4.2% |
| v | 433 | 4.0% |
| p | 383 | 3.6% |
| Other values (38) | 3297 |
Cyrillic
| Value | Count | Frequency (%) |
| у | 3 | |
| е | 2 | 9.5% |
| с | 2 | 9.5% |
| и | 2 | 9.5% |
| в | 1 | 4.8% |
| м | 1 | 4.8% |
| д | 1 | 4.8% |
| щ | 1 | 4.8% |
| з | 1 | 4.8% |
| к | 1 | 4.8% |
| Other values (6) | 6 |
Common
| Value | Count | Frequency (%) |
| 944 | ||
| + | 40 | 3.7% |
| . | 26 | 2.4% |
| / | 17 | 1.6% |
| ( | 14 | 1.3% |
| ) | 14 | 1.3% |
| # | 14 | 1.3% |
| - | 11 | 1.0% |
| 2 | 2 | 0.2% |
| 3 | 2 | 0.2% |
| Other values (5) | 5 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 11785 | |
| Cyrillic | 21 | 0.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1946 | |
| r | 960 | 8.1% |
| 944 | 8.0% | |
| n | 771 | 6.5% |
| o | 733 | 6.2% |
| a | 667 | 5.7% |
| t | 529 | 4.5% |
| i | 528 | 4.5% |
| l | 449 | 3.8% |
| v | 433 | 3.7% |
| Other values (53) | 3825 |
Cyrillic
| Value | Count | Frequency (%) |
| у | 3 | |
| е | 2 | 9.5% |
| с | 2 | 9.5% |
| и | 2 | 9.5% |
| в | 1 | 4.8% |
| м | 1 | 4.8% |
| д | 1 | 4.8% |
| щ | 1 | 4.8% |
| з | 1 | 4.8% |
| к | 1 | 4.8% |
| Other values (6) | 6 |
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 2266 |
| Missing (%) | 75.3% |
| Memory size | 23.6 KiB |
| Senior | |
|---|---|
| Middle | |
| Junior | 40 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 4458 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Senior |
|---|---|
| 2nd row | Senior |
| 3rd row | Senior |
| 4th row | Senior |
| 5th row | Senior |
Common Values
| Value | Count | Frequency (%) |
| Senior | 497 | 16.5% |
| Middle | 206 | 6.8% |
| Junior | 40 | 1.3% |
| (Missing) | 2266 |
Length
Pie chart
| Value | Count | Frequency (%) |
| senior | 497 | |
| middle | 206 | |
| junior | 40 | 5.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 743 | |
| e | 703 | |
| n | 537 | |
| o | 537 | |
| r | 537 | |
| S | 497 | |
| d | 412 | |
| M | 206 | 4.6% |
| l | 206 | 4.6% |
| J | 40 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 3715 | |
| Uppercase Letter | 743 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 743 | |
| e | 703 | |
| n | 537 | |
| o | 537 | |
| r | 537 | |
| d | 412 | |
| l | 206 | 5.5% |
| u | 40 | 1.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 497 | |
| M | 206 | |
| J | 40 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4458 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 743 | |
| e | 703 | |
| n | 537 | |
| o | 537 | |
| r | 537 | |
| S | 497 | |
| d | 412 | |
| M | 206 | 4.6% |
| l | 206 | 4.6% |
| J | 40 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4458 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 743 | |
| e | 703 | |
| n | 537 | |
| o | 537 | |
| r | 537 | |
| S | 497 | |
| d | 412 | |
| M | 206 | 4.6% |
| l | 206 | 4.6% |
| J | 40 | 0.9% |
Current Salary
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 139 |
|---|---|
| Distinct (%) | 18.5% |
| Missing | 2259 |
| Missing (%) | 75.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 68381.76533 |
| Minimum | 10300 |
|---|---|
| Maximum | 200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 10300 |
|---|---|
| 5-th percentile | 40000 |
| Q1 | 57000 |
| median | 65000 |
| Q3 | 75000 |
| 95-th percentile | 110000 |
| Maximum | 200000 |
| Range | 189700 |
| Interquartile range (IQR) | 18000 |
Descriptive statistics
| Standard deviation | 21196.30656 |
|---|---|
| Coefficient of variation (CV) | 0.3099701573 |
| Kurtosis | 5.178434622 |
| Mean | 68381.76533 |
| Median Absolute Deviation (MAD) | 10000 |
| Skewness | 1.414854159 |
| Sum | 51286324 |
| Variance | 449283411.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60000 | 73 | 2.4% |
| 65000 | 68 | 2.3% |
| 70000 | 50 | 1.7% |
| 75000 | 43 | 1.4% |
| 55000 | 30 | 1.0% |
| 80000 | 28 | 0.9% |
| 72000 | 23 | 0.8% |
| 50000 | 20 | 0.7% |
| 68000 | 20 | 0.7% |
| 90000 | 19 | 0.6% |
| Other values (129) | 376 | 12.5% |
| (Missing) | 2259 |
| Value | Count | Frequency (%) |
| 10300 | 1 | < 0.1% |
| 13000 | 1 | < 0.1% |
| 15000 | 1 | < 0.1% |
| 17532 | 1 | < 0.1% |
| 19200 | 1 | < 0.1% |
| 20400 | 1 | < 0.1% |
| 23162 | 1 | < 0.1% |
| 24000 | 4 | |
| 27000 | 1 | < 0.1% |
| 30000 | 5 |
| Value | Count | Frequency (%) |
| 200000 | 1 | < 0.1% |
| 180000 | 1 | < 0.1% |
| 176000 | 1 | < 0.1% |
| 165000 | 1 | < 0.1% |
| 150000 | 1 | < 0.1% |
| 140000 | 2 | 0.1% |
| 138000 | 1 | < 0.1% |
| 132250 | 1 | < 0.1% |
| 132000 | 1 | < 0.1% |
| 130000 | 6 |
Salary one year ago
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 125 |
|---|---|
| Distinct (%) | 21.0% |
| Missing | 2413 |
| Missing (%) | 80.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 62187.27852 |
| Minimum | 10001 |
|---|---|
| Maximum | 200000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 10001 |
|---|---|
| 5-th percentile | 30000 |
| Q1 | 52000 |
| median | 60000 |
| Q3 | 70000 |
| 95-th percentile | 95250 |
| Maximum | 200000 |
| Range | 189999 |
| Interquartile range (IQR) | 18000 |
Descriptive statistics
| Standard deviation | 20163.00866 |
|---|---|
| Coefficient of variation (CV) | 0.3242304398 |
| Kurtosis | 4.720050742 |
| Mean | 62187.27852 |
| Median Absolute Deviation (MAD) | 10000 |
| Skewness | 0.9022019418 |
| Sum | 37063618 |
| Variance | 406546918.3 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 65000 | 57 | 1.9% |
| 55000 | 48 | 1.6% |
| 60000 | 42 | 1.4% |
| 70000 | 26 | 0.9% |
| 50000 | 24 | 0.8% |
| 75000 | 19 | 0.6% |
| 58000 | 18 | 0.6% |
| 80000 | 18 | 0.6% |
| 45000 | 15 | 0.5% |
| 68000 | 15 | 0.5% |
| Other values (115) | 314 | 10.4% |
| (Missing) | 2413 |
| Value | Count | Frequency (%) |
| 10001 | 1 | |
| 10300 | 1 | |
| 10500 | 2 | |
| 10800 | 1 | |
| 11520 | 1 | |
| 12000 | 1 | |
| 13000 | 1 | |
| 14000 | 1 | |
| 14400 | 1 | |
| 16500 | 1 |
| Value | Count | Frequency (%) |
| 200000 | 1 | < 0.1% |
| 130000 | 2 | 0.1% |
| 129000 | 1 | < 0.1% |
| 125000 | 2 | 0.1% |
| 124000 | 1 | < 0.1% |
| 123000 | 1 | < 0.1% |
| 120000 | 3 | |
| 119000 | 1 | < 0.1% |
| 115000 | 2 | 0.1% |
| 110000 | 5 |
Salary two years ago
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 105 |
|---|---|
| Distinct (%) | 22.7% |
| Missing | 2546 |
| Missing (%) | 84.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58013.47516 |
| Minimum | 10001 |
|---|---|
| Maximum | 150000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 23.6 KiB |
Quantile statistics
| Minimum | 10001 |
|---|---|
| 5-th percentile | 22200 |
| Q1 | 48000 |
| median | 56000 |
| Q3 | 67000 |
| 95-th percentile | 95000 |
| Maximum | 150000 |
| Range | 139999 |
| Interquartile range (IQR) | 19000 |
Descriptive statistics
| Standard deviation | 20413.04891 |
|---|---|
| Coefficient of variation (CV) | 0.3518673696 |
| Kurtosis | 1.95291779 |
| Mean | 58013.47516 |
| Median Absolute Deviation (MAD) | 10000 |
| Skewness | 0.5754506612 |
| Sum | 26860239 |
| Variance | 416692565.7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60000 | 38 | 1.3% |
| 55000 | 36 | 1.2% |
| 65000 | 31 | 1.0% |
| 50000 | 30 | 1.0% |
| 70000 | 17 | 0.6% |
| 45000 | 16 | 0.5% |
| 40000 | 16 | 0.5% |
| 54000 | 14 | 0.5% |
| 48000 | 14 | 0.5% |
| 75000 | 13 | 0.4% |
| Other values (95) | 238 | 7.9% |
| (Missing) | 2546 |
| Value | Count | Frequency (%) |
| 10001 | 4 | |
| 10300 | 1 | < 0.1% |
| 10500 | 1 | < 0.1% |
| 10800 | 2 | |
| 12000 | 1 | < 0.1% |
| 13000 | 2 | |
| 15000 | 3 | |
| 16000 | 1 | < 0.1% |
| 16500 | 1 | < 0.1% |
| 17000 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 150000 | 1 | |
| 130000 | 1 | |
| 125000 | 1 | |
| 124000 | 1 | |
| 120000 | 2 | |
| 119000 | 1 | |
| 118000 | 1 | |
| 115000 | 2 | |
| 110000 | 1 | |
| 105000 | 2 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | Timestamp | Age | Gender | City | Position | Total years of experience | Years of experience in Germany | Seniority level | Your main technology / programming language | Other technologies/programming languages you use often | Yearly brutto salary (without bonus and stocks) in EUR | Yearly bonus + stocks in EUR | Annual brutto salary (without bonus and stocks) one year ago. Only answer if staying in the same country | Annual bonus+stocks one year ago. Only answer if staying in same country | Number of vacation days | Employment status | Сontract duration | Main language at work | Company size | Company type | Have you lost your job due to the coronavirus outbreak? | Have you been forced to have a shorter working week (Kurzarbeit)? If yes, how many hours per week | Have you received additional monetary support from your employer due to Work From Home? If yes, how much in 2020 in EUR | Zeitstempel | Position (without seniority) | Years of experience | Yearly brutto salary (without bonus and stocks) | Yearly bonus | Yearly stocks | Yearly brutto salary (without bonus and stocks) one year ago. Only answer if staying in same country | Yearly bonus one year ago. Only answer if staying in same country | Yearly stocks one year ago. Only answer if staying in same country | Number of home office days per month | Company name | Company business sector | 0 | Position | Your level | Current Salary | Salary one year ago | Salary two years ago | Are you getting any Stock Options? | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 24/11/2020 11:14:15 | 26.0 | Male | Munich | Software Engineer | 5 | 3 | Senior | TypeScript | Kotlin, Javascript / Typescript | 80000.0 | 5000 | 75000.0 | 10000 | 30 | Full-time employee | Unlimited contract | English | 51-100 | Product | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | 1 | 24/11/2020 11:14:16 | 26.0 | Male | Berlin | Backend Developer | 7 | 4 | Senior | Ruby | NaN | 80000.0 | NaN | 82000.0 | 5000 | 28 | Full-time employee | Unlimited contract | English | 101-1000 | Product | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | 2 | 24/11/2020 11:14:21 | 29.0 | Male | Berlin | Software Engineer | 12 | 6 | Lead | Javascript / Typescript | Javascript / Typescript, Docker | 120000.0 | 120000 | 100000.0 | 100000 | 30 | Self-employed (freelancer) | Temporary contract | English | 101-1000 | Product | Yes | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | 3 | 24/11/2020 11:15:24 | 28.0 | Male | Berlin | Frontend Developer | 4 | 1 | Junior | Javascript | NaN | 54000.0 | NaN | NaN | NaN | 24 | Full-time employee | Unlimited contract | English | 51-100 | Startup | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | 4 | 24/11/2020 11:15:46 | 37.0 | Male | Berlin | Backend Developer | 17 | 6 | Senior | C# .NET | .NET, SQL, AWS, Docker | 62000.0 | NaN | 62000.0 | NaN | 29 | Full-time employee | Unlimited contract | English | 101-1000 | Product | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | 5 | 24/11/2020 11:15:53 | 32.0 | Male | Berlin | DevOps | 5 | 1 | Senior | AWS, GCP, Python,K8s | Python, AWS, Google Cloud, Kubernetes, Docker | 76000.0 | 5000 | 76000.0 | 5000 | 30 | Full-time employee | Unlimited contract | English | 11-50 | Startup | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | 6 | 24/11/2020 11:16:35 | 37.0 | Male | Berlin | Frontend Developer | 6 | 0.4 | Middle | Javascript | NaN | 57000.0 | NaN | NaN | NaN | 24 | Full-time employee | Unlimited contract | English | 11-50 | Product | No | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | 7 | 24/11/2020 11:16:44 | 24.0 | Male | Berlin | Frontend Developer | 5 | 1 | Senior | Typescript | Javascript / Typescript | 65000.0 | NaN | 65000.0 | NaN | 27 | Full-time employee | Unlimited contract | English | 1000+ | Product | No | 0.0 | 600 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | 8 | 24/11/2020 11:17:24 | 29.0 | Male | Berlin | Backend Developer | 8 | 2 | Senior | PHP | SQL, AWS, Docker | 56000.0 | NaN | 55000.0 | NaN | 28 | Full-time employee | Unlimited contract | English | 101-1000 | Product | No | 30.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 9 | 9 | 24/11/2020 11:17:50 | 35.0 | Male | Berlin | Software Engineer | 15 | 3 | Lead | Java | NaN | 95000.0 | NaN | 90000.0 | NaN | 30 | Full-time employee | Unlimited contract | English | 101-1000 | Product | No | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
Last rows
| df_index | Timestamp | Age | Gender | City | Position | Total years of experience | Years of experience in Germany | Seniority level | Your main technology / programming language | Other technologies/programming languages you use often | Yearly brutto salary (without bonus and stocks) in EUR | Yearly bonus + stocks in EUR | Annual brutto salary (without bonus and stocks) one year ago. Only answer if staying in the same country | Annual bonus+stocks one year ago. Only answer if staying in same country | Number of vacation days | Employment status | Сontract duration | Main language at work | Company size | Company type | Have you lost your job due to the coronavirus outbreak? | Have you been forced to have a shorter working week (Kurzarbeit)? If yes, how many hours per week | Have you received additional monetary support from your employer due to Work From Home? If yes, how much in 2020 in EUR | Zeitstempel | Position (without seniority) | Years of experience | Yearly brutto salary (without bonus and stocks) | Yearly bonus | Yearly stocks | Yearly brutto salary (without bonus and stocks) one year ago. Only answer if staying in same country | Yearly bonus one year ago. Only answer if staying in same country | Yearly stocks one year ago. Only answer if staying in same country | Number of home office days per month | Company name | Company business sector | 0 | Position | Your level | Current Salary | Salary one year ago | Salary two years ago | Are you getting any Stock Options? | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2999 | 755 | 06/01/2020 13:38:05 | 30.0 | M | München | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Deutsch | 100-1000 | Agency | NaN | NaN | NaN | NaN | NaN | 10.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Softwareentwickler | Middle | 75000.0 | 50000.0 | NaN | No |
| 3000 | 756 | 05/03/2020 16:50:43 | 52.0 | M | Köln | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | English | 1000+ | Agency | NaN | NaN | NaN | NaN | NaN | 30.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | IT Engineer | Middle | 63000.0 | 80000.0 | 80000.0 | No |
| 3001 | 757 | 11/03/2020 23:23:19 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3002 | 758 | 31/05/2020 16:28:15 | NaN | M | Berlin | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3003 | 759 | 31/05/2020 16:28:23 | NaN | M | Berlin | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3004 | 760 | 03/06/2020 20:12:51 | 40.0 | M | Köln | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Deutsch | 10-50 | Product | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Java Developer junior | Junior | 44000.0 | 40000.0 | 40000.0 | Yes |
| 3005 | 761 | 28/07/2020 04:03:13 | NaN | M | Köln | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Deutsch | 10-50 | Product | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | E.g. C# Developer | Junior | 45000.0 | 40000.0 | 40000.0 | Yes |
| 3006 | 762 | 28/07/2020 04:03:20 | NaN | M | Köln | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Deutsch | 10-50 | Product | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | E.g. C# Developer | Junior | 45000.0 | 40000.0 | 40000.0 | Yes |
| 3007 | 763 | 26/08/2020 09:06:44 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3008 | 764 | 21/09/2020 01:47:10 | 31.0 | F | München | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | English | 1000+ | Product | NaN | NaN | NaN | NaN | NaN | 10.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | Pm | Senior | 110000.0 | NaN | NaN | No |